course: ml-zoomcamp-2024 leaderboard: - position: 1 display_name: Alexander Daniel Rios total_score: 315 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_MLZoomcamp2024_DataTalks.Club/blob/3efd5c35872487268ca5c48cdcbdb5c98508d6f1/1_Introduction_to_Machine_Learning/1_Introduction_Homework.ipynb faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://x.com/AleTBM_DS/status/1839404840604315814 - https://x.com/AleTBM_DS/status/1839403227428901058 - https://www.threads.net/@alexander.daniel.rios/post/DAZQznbJuCP?xmt=AQGz2Oyu_JOpEsaPG6ry_dnp6E7afp-KknOrUQtCKVjAcQ - https://volcano-camp-325.notion.site/Machine-Learning-Zoomcamp-10d5067176b380cba9adff35f4a997a1 - https://volcano-camp-325.notion.site/1st-Week-Introduction-to-machine-learning-2-of-2-10f5067176b38020b772edfa004c71ee - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-activity-7246323771492421632-YYWG - https://x.com/AleTBM_DS/status/1840554921998860296 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1Cc9fecfyQmxdpdnbhLWFGjFsu3DoIXb3?usp=sharing learning_in_public_links: - https://x.com/AleTBM_DS/status/1842732440793841742 - https://x.com/AleTBM_DS/status/1842732851445338417 - https://www.threads.net/@alexander.daniel.rios/post/DAw3F53Jwj6 - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-activity-7248502276405817345-rBdR - https://www.notion.so/2nd-Week-Machine-Learning-for-Regression-1-of-2-1125067176b380f397b8c6a3b809d66b - https://www.notion.so/2nd-Week-Machine-Learning-for-Regression-2-of-2-1165067176b380189cbaee0ea9790a6f - https://www.notion.so/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1_b9EzhQIiEuvDF7iYoMjGSzrHpV-WSeb?usp=sharing learning_in_public_links: - https://www.linkedin.com/posts/alexander-daniel-rios_this-week-with-datatalksclub-was-amazing-activity-7251779422062571521-HUYG - https://x.com/AleTBM_DS/status/1845927861602918696 - https://x.com/AleTBM_DS/status/1845928847214080077 - https://x.com/AleTBM_DS/status/1845931941746352194 - https://www.threads.net/@alexander.daniel.rios/post/DBHlPkVJDl1 - https://www.notion.so/3rd-Week-Machine-Learning-for-Classification-1-of-2-11e5067176b38090968ddde6350d17fb?pvs=25 - https://www.notion.so/3rd-Week-Machine-Learning-for-Classification-2-of-2-11f5067176b380b9ae43f85b8880001b - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1vDADAQdZ2tfuQd6-X7P31r4KHH9Q8xfm?usp=sharing faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \nCreate a cell and, for example, you can perform the next command using PIP:\r\ \n!pip install tensorflow[and-cuda]==2.14 \r\n2.you can use Conda commands,\ \ for example:\r\n!conda install pandas –yes\r\nThe option --yes is so that\ \ the installation can continue when the message \"Proceed ([y]/n)?\" appears" learning_in_public_links: - https://x.com/AleTBM_DS/status/1848358157845754324 - https://x.com/AleTBM_DS/status/1848359734404841931 - https://x.com/AleTBM_DS/status/1848372093886361894 - https://www.threads.net/@alexander.daniel.rios/post/DBY6-zZpTKo?xmt=AQGz2YdwxvhhMy3sDp8lyAJ4A6E7ypAqDt2EYcuAp-YIBw - https://www.linkedin.com/posts/alexander-daniel-rios_evaluation-metrics-are-essential-tools-activity-7254144327675715584-aXxy?utm_source=share&utm_medium=member_desktop - https://volcano-camp-325.notion.site/4th-Week-Evaluation-metrics-for-classification-1-of-2-1245067176b380d88c06d693ce4eae31?pvs=4 - https://volcano-camp-325.notion.site/4th-Week-Evaluation-metrics-for-classification-2-of-2-1255067176b380e5b1d8ea5c97a8361d?pvs=4 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1OuZZS3T8dyJ-o6S6WSfqenVFKwlqINIs?usp=sharing faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \nCreate a cell and, for example, you can perform the next command using PIP:\r\ \n!pip install tensorflow[and-cuda]==2.14 \r\n2.you can use Conda commands,\ \ for example:\r\n!conda install pandas –yes\r\nThe option --yes is so that\ \ the installation can continue when the message \"Proceed ([y]/n)?\" appears" learning_in_public_links: - https://volcano-camp-325.notion.site/5th-Week-Deploying-machine-learning-models-1-of-2-12d5067176b380edbf72e5e7fb5ba641 - https://volcano-camp-325.notion.site/5th-Week-Deploying-machine-learning-models-2-of-2-12d5067176b38046ac83f24ce0db024a - https://x.com/AleTBM_DS/status/1851013184997769251 - https://x.com/AleTBM_DS/status/1851013342938140850 - https://x.com/AleTBM_DS/status/1851014973167743020 - https://www.threads.net/@alexander.daniel.rios/post/DBruSwNpkLg?xmt=AQGzbsoylFAz6L2t7HVLeTNNXcKVYl5LYcJHrDshioYk7Q - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-docker-flask-activity-7257089060232413184-YW_f - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1pKOyue9j5NHPWYH1P6Izk5sk-jzbv2F9?usp=sharing faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://volcano-camp-325.notion.site/6th-Week-Decision-trees-and-ensemble-learning-1-of-2-1335067176b380ac8f52ef0423886d08?pvs=4 - https://volcano-camp-325.notion.site/6th-Week-Decision-trees-and-ensemble-learning-2-of-2-1315067176b3808cac8bfb6b00c41be0?pvs=4 - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://x.com/AleTBM_DS/status/1853981042425688508 - https://x.com/AleTBM_DS/status/1853981829981765928 - https://www.threads.net/@alexander.daniel.rios/post/DCAzd21Jlbb?xmt=AQGzznKhj1T6KPqvqIX4H_xu1M8sMsL3OUdtDa_JYV7OjA - https://www.linkedin.com/posts/alexander-daniel-rios_the-topic-of-the-sixth-week-in-the-course-activity-7259750516857946112-GfI0?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1HoeTHl6Ek4unTdd-ZMd9Q8ItEf0W_n2X?usp=sharing faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://x.com/AleTBM_DS/status/1865103088631062842 - https://www.threads.net/@alexander.daniel.rios/post/DDP0pUTpk9Y?xmt=AQGz_exy4dkOQxml8XG-HLdFs7E7yfPXbsI_qC72U9tNhg - https://volcano-camp-325.notion.site/8th-Week-Neural-Networks-and-Deep-Learning-1-of-2-1505067176b38008879cd2445f4e5ee8?pvs=4 - https://volcano-camp-325.notion.site/8th-Week-Neural-Networks-and-Deep-Learning-2-of-2-1505067176b380a2b769c8ed7bab8a2d?pvs=4 - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://x.com/AleTBM_DS/status/1865103841219211522 - https://www.threads.net/@alexander.daniel.rios/post/DCzX9BCJOGr?xmt=AQGz_exy4dkOQxml8XG-HLdFs7E7yfPXbsI_qC72U9tNhg - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1VdzGTSpdANEw3hO42GHfg7AAMtnkPpa-?usp=sharing faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://volcano-camp-325.notion.site/9th-Week-Serverless-Deep-Learning-1-of-2-1595067176b3800aade9d706596b7d0c?pvs=4 - https://volcano-camp-325.notion.site/9th-Week-Serverless-Deep-Learning-2-of-2-1595067176b3802d821cf97a0c2fd8ef?pvs=4 - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://x.com/AleTBM_DS/status/1866872903506997379 - https://x.com/AleTBM_DS/status/1866873196181385549 - https://x.com/AleTBM_DS/status/1866874057926623616 - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-activity-7273584006426775554-X7J1 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1aXNkCl4F2goV16g_fl2L3y0m0bSa7dQB?usp=sharing faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://volcano-camp-325.notion.site/10th-Week-Kubernetes-and-TensorFlow-Serving-1-of-2-1605067176b38044910ae147ecef2eb4?pvs=4 - https://volcano-camp-325.notion.site/10th-Week-Kubernetes-and-TensorFlow-Serving-2-of-2-1605067176b3801abffed3a758e11c46?pvs=4 - https://x.com/AleTBM_DS/status/1866874057926623616 - https://x.com/AleTBM_DS/status/1870255522613461432 - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-activity-7276384088322625536-WtFq?utm_source=share&utm_medium=member_desktop - https://www.threads.net/@alexander.daniel.rios/post/DD0b5r_pbXy?xmt=AQGz21CSrpDufeKBOxslR9obUcFhE6dV46NlaBcUkv9ecQ - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 26 questions_score: 19 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://x.com/AleTBM_DS/status/1888742426862375172 - https://x.com/AleTBM_DS/status/1888794423837733010 - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://volcano-camp-325.notion.site/2nd-Week-Machine-Learning-for-Regression-1-of-2-1125067176b380f397b8c6a3b809d66b?pvs=4 - https://volcano-camp-325.notion.site/2nd-Week-Machine-Learning-for-Regression-2-of-2-1165067176b380189cbaee0ea9790a6f?pvs=4 - https://x.com/AleTBM_DS/status/1888795767092941059 - https://x.com/AleTBM_DS/status/1888796244522226045 - homework: Article homework_slug: article total_score: 27 questions_score: 20 faq_score: 0 learning_in_public_score: 7 homework_link: https://volcano-camp-325.notion.site/Natural-Language-Processing-using-spaCy-TensorFlow-and-BERT-model-architecture-1895067176b380d09484d4b0338b0c5e?pvs=4 learning_in_public_links: - https://x.com/AleTBM_DS/status/1889076995709120721 - https://x.com/AleTBM_DS/status/1889077200659382538 - https://x.com/AleTBM_DS/status/1889077394465489078 - https://x.com/AleTBM_DS/status/1889077776738562431 - https://x.com/AleTBM_DS/status/1889077935421964306 - https://www.threads.net/@alexander.daniel.rios/post/DF6LOWFJXC8 - https://www.threads.net/@alexander.daniel.rios/post/DF6LSG-pMzP projects: - project: Midterm Project project_slug: midterm total_score: 45 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 5 project_faq_score: 1 passed: true github_link: https://github.com/aletbm/MySolutions_MLZoomcamp2024_DataTalks.Club/tree/main/Estimation_Obesity_Levels_midterm_project faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://x.com/AleTBM_DS/status/1861097289671938505 - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://www.threads.net/@alexander.daniel.rios/post/DCzX9BCJOGr?xmt=AQGzy1g6iRxqPIG9cwT_QZA5RNAcDjI6ZudpBcC3p9frbQ - https://x.com/AleTBM_DS/status/1861121515019715066 - https://www.threads.net/@alexander.daniel.rios/post/DCzicMbJ_0e?xmt=AQGzTtkrzhzBLTitob54J_ZY6UI5v9zGeMhFiraERu2-BA - https://hub.docker.com/r/aletbm/estimation_obesity_levels - https://www.linkedin.com/posts/alexander-daniel-rios_estimation-of-obesity-levels-activity-7266892691454443523-zvzi?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-activity-7266896488255963136-Zmy3?utm_source=share&utm_medium=member_desktop - https://volcano-camp-325.notion.site/6th-Week-Decision-trees-and-ensemble-learning-1-of-2-1335067176b380ac8f52ef0423886d08?pvs=4 - https://volcano-camp-325.notion.site/6th-Week-Decision-trees-and-ensemble-learning-2-of-2-1315067176b3808cac8bfb6b00c41be0?pvs=4 - https://volcano-camp-325.notion.site/5th-Week-Deploying-machine-learning-models-1-of-2-12d5067176b380edbf72e5e7fb5ba641?pvs=4 - https://volcano-camp-325.notion.site/5th-Week-Deploying-machine-learning-models-2-of-2-12d5067176b38046ac83f24ce0db024a?pvs=4 - https://volcano-camp-325.notion.site/3rd-Week-Machine-Learning-for-Classification-1-of-2-11e5067176b38090968ddde6350d17fb?pvs=4 - https://volcano-camp-325.notion.site/3rd-Week-Machine-Learning-for-Classification-2-of-2-11f5067176b380b9ae43f85b8880001b?pvs=4 - project: Capstone 1 project_slug: capstone1 total_score: 46 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/aletbm/MySolutions_MLZoomcamp2024_DataTalks.Club/tree/main/Blood_Cell_Cancer_Prediction_Capstone_1 faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \nCreate a cell and, for example, you can perform the next command using PIP:\r\ \n!pip install tensorflow[and-cuda]==2.14 \r\n2.you can use Conda commands,\ \ for example:\r\n!conda install pandas –yes\r\nThe option --yes is so that\ \ the installation can continue when the message \"Proceed ([y]/n)?\" appears" learning_in_public_links: - https://www.kaggle.com/code/aletbm/blood-cell-cancer-prediction - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://www.threads.net/@alexander.daniel.rios/post/DEaUShrpV7c?xmt=AQGzrq8AAGeW1ynVMcX1wiMidb_hwk5cL5cdokxoDXB6Tw - https://www.threads.net/@alexander.daniel.rios/post/DEaVLjCJJm9?xmt=AQGz8k4GFUmYPU-jyTX2NdosR2IAMlB-6oXuD8HBTu12Kw - https://www.threads.net/@alexander.daniel.rios/post/DEaV9WbpRjO?xmt=AQGz8k4GFUmYPU-jyTX2NdosR2IAMlB-6oXuD8HBTu12Kw - https://www.threads.net/@alexander.daniel.rios/post/DEaW88QpWVD?xmt=AQGzun0LbWepno3JS138UJHFfJsmEnXcukJOxQU1FpQXsw - https://www.threads.net/@alexander.daniel.rios/post/DEaXhNnpt8H?xmt=AQGzun0LbWepno3JS138UJHFfJsmEnXcukJOxQU1FpQXsw - https://x.com/AleTBM_DS/status/1875595788392526247 - https://x.com/AleTBM_DS/status/1875596151413731347 - https://x.com/AleTBM_DS/status/1875596434323730494 - https://x.com/AleTBM_DS/status/1875596763178127671 - https://x.com/AleTBM_DS/status/1875597183501893969 - https://x.com/AleTBM_DS/status/1875598797927219301 - https://www.linkedin.com/posts/alexander-daniel-rios_blood-cell-cancer-prediction-classification-activity-7281859752026869760-gxDr?utm_source=share&utm_medium=member_desktop - project: Capstone 2 project_slug: capstone2 total_score: 46 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/aletbm/MySolutions_MLZoomcamp2024_DataTalks.Club/tree/main/NLP_with_Disaster_Tweets_Capstone_2 faq_contribution: "How to install extras packages on Google Colab or Kaggle?\r\ \n1 - Create a cell and, for example, you can perform the next command using\ \ PIP:\r\n!pip install tensorflow[and-cuda]==2.14 \r\n2 - Only for Kaggle, you\ \ can use Conda commands, for example:\r\n!conda install pandas –yes\r\nThe\ \ option --yes is so that the installation can continue when the message \"\ Proceed ([y]/n)?\" appears" learning_in_public_links: - https://www.linkedin.com/posts/alexander-daniel-rios_mlzoomcamp-activity-7292282808478109696-OM41 - https://volcano-camp-325.notion.site/Machine-Learning-Notes-10d5067176b380cba9adff35f4a997a1?pvs=4 - https://volcano-camp-325.notion.site/Natural-Language-Processing-using-spaCy-TensorFlow-and-BERT-model-architecture-1895067176b380d09484d4b0338b0c5e?pvs=4 - https://x.com/AleTBM_DS/status/1886522362440638794 - https://x.com/AleTBM_DS/status/1886522706461434199 - https://x.com/AleTBM_DS/status/1886523937187668105 - https://www.notion.so/10th-Week-Kubernetes-and-TensorFlow-Serving-1-of-2-1605067176b38044910ae147ecef2eb4?pvs=4 - https://www.notion.so/10th-Week-Kubernetes-and-TensorFlow-Serving-2-of-2-1605067176b3801abffed3a758e11c46?pvs=4 - https://www.notion.so/9th-Week-Serverless-Deep-Learning-1-of-2-1595067176b3800aade9d706596b7d0c?pvs=4 - https://www.notion.so/9th-Week-Serverless-Deep-Learning-2-of-2-1595067176b3802d821cf97a0c2fd8ef?pvs=4 - https://x.com/AleTBM_DS/status/1886552432429211730 - https://x.com/AleTBM_DS/status/1886553196342259929 - https://x.com/AleTBM_DS/status/1886554067268173916 - https://x.com/AleTBM_DS/status/1886554538137588081 - position: 2 display_name: Markus Clauss total_score: 309 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework01/cohorts/2024/01-intro/homework01.md faq_contribution: "Can I use cloud services for the course exercises?\r\nHow to\ \ use formula expressions in jupyter notebook?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1840720533530292690 - https://x.com/Markus_Clauss/status/1840720661372608559 - https://x.com/Markus_Clauss/status/1840720802414538766 - https://x.com/Markus_Clauss/status/1840720921708933193 - https://x.com/Markus_Clauss/status/1840721049874231680 - https://x.com/Markus_Clauss/status/1840721180275196162 - https://x.com/Markus_Clauss/status/1840721277037805789 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework02/cohorts/2024/02-regression/homework02.ipynb faq_contribution: "How do I handle missing values in my dataset before applying\ \ linear regression?\r\nWhat is regularization in linear regression, and why\ \ is it important?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1844038294973366285 - https://x.com/Markus_Clauss/status/1844038464733585454 - https://x.com/Markus_Clauss/status/1844038583981920704 - https://x.com/Markus_Clauss/status/1844038722209390823 - https://x.com/Markus_Clauss/status/1844038827431924042 - https://x.com/Markus_Clauss/status/1844038973829836846 - https://x.com/Markus_Clauss/status/1844039140364673400 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework03/cohorts/2024/03-classification/homework03.ipynb faq_contribution: "How does mutual information help in feature selection?\r\n\ What is the purpose of using logistic regression in the churn prediction?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1846521214879285649 - https://x.com/Markus_Clauss/status/1846521383825625252 - https://x.com/Markus_Clauss/status/1846521615124771057 - https://x.com/Markus_Clauss/status/1846521727808856560 - https://x.com/Markus_Clauss/status/1846521834524627309 - https://x.com/Markus_Clauss/status/1846521940153946159 - https://x.com/Markus_Clauss/status/1846522397534384518 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework04/cohorts/2024/04-evaluation/homework04.ipynb faq_contribution: "Q: Why is accuracy not always the best metric for classification\ \ models?\r\nQ: How do ROC curves and AUC scores help in evaluating model performance?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1848843608104763852 - https://x.com/Markus_Clauss/status/1848844223870628070 - https://x.com/Markus_Clauss/status/1848844560819990682 - https://x.com/Markus_Clauss/status/1848844801682375089 - https://x.com/Markus_Clauss/status/1848845056406376952 - https://x.com/Markus_Clauss/status/1848845302603653453 - https://x.com/Markus_Clauss/status/1848845504836219381 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/tree/homework05 faq_contribution: "Why is saving and loading models important?\r\nHow does Pipenv\ \ help in managing Python environments?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1851773395655860594 - https://x.com/Markus_Clauss/status/1851773554041258114 - https://x.com/Markus_Clauss/status/1851773654486356209 - https://x.com/Markus_Clauss/status/1851773856500916297 - https://x.com/Markus_Clauss/status/1851773997836570870 - https://x.com/Markus_Clauss/status/1851772467896791393 - https://x.com/Markus_Clauss/status/1851774114605809825 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework06/cohorts/2024/06-trees/homework06.ipynb faq_contribution: "How can I evaluate the performance of my Random Forest model?\r\ \nWhat are the advantages and disadvantages of using decision trees?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1853529372797575207 - https://x.com/Markus_Clauss/status/1853529640796897707 - https://x.com/Markus_Clauss/status/1853529772732858444 - https://x.com/Markus_Clauss/status/1853529879410602378 - https://x.com/Markus_Clauss/status/1853530001804865610 - https://x.com/Markus_Clauss/status/1853530156452679723 - https://x.com/Markus_Clauss/status/1853530261176127686 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework08/Homework08.ipynb faq_contribution: "Q: Why do we use max pooling in a Convolutional Neural Network\ \ (CNN)?\r\nQ: What is the role of data augmentation in training a model?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1864708851485769874 - https://x.com/Markus_Clauss/status/1864709051122057603 - https://x.com/Markus_Clauss/status/1864709202876170463 - https://x.com/Markus_Clauss/status/1864709365745189185 - https://x.com/Markus_Clauss/status/1864709468153315590 - https://x.com/Markus_Clauss/status/1864709633501167800 - https://x.com/Markus_Clauss/status/1864709754896908422 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/blob/homework09/homework09.ipynb faq_contribution: "How do I convert a Keras model to TF-Lite format?\r\n How can\ \ I test my Lambda function locally before deploying it to AWS?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1866142181611729231 - https://x.com/Markus_Clauss/status/1866142348180066370 - https://x.com/Markus_Clauss/status/1866142530347110405 - https://x.com/Markus_Clauss/status/1866142736417460552 - https://x.com/Markus_Clauss/status/1866142906672890139 - https://x.com/Markus_Clauss/status/1866143172331438281 - https://x.com/Markus_Clauss/status/1866143329613971796 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/thedatadudech/machine-learning-zoomcamp/tree/homework10/cohorts/2024/05-deployment/homework faq_contribution: "What should I do if the Kubernetes cluster doesn't start?\r\ \nHow do I troubleshoot if my Docker container isn't running as expected?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1869765990348906613 - https://x.com/Markus_Clauss/status/1869766104278766014 - https://x.com/Markus_Clauss/status/1869766206854774894 - https://x.com/Markus_Clauss/status/1869766291990761812 - https://x.com/Markus_Clauss/status/1869766390896566650 - https://x.com/Markus_Clauss/status/1869766509872173203 - https://x.com/Markus_Clauss/status/1869766642550645078 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 25 questions_score: 18 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://x.com/Markus_Clauss/status/1888729308778353010 - https://x.com/Markus_Clauss/status/1888729443654652298 - https://x.com/Markus_Clauss/status/1888729685691154554 - https://x.com/Markus_Clauss/status/1888729879924941081 - https://x.com/Markus_Clauss/status/1888730001354219536 - https://x.com/Markus_Clauss/status/1888730159341240757 - https://x.com/Markus_Clauss/status/1888730357064745000 - homework: Article homework_slug: article total_score: 25 questions_score: 20 faq_score: 0 learning_in_public_score: 5 learning_in_public_links: - https://x.com/Markus_Clauss/status/1888764972206825819 - https://x.com/Markus_Clauss/status/1888765130898366862 - https://x.com/Markus_Clauss/status/1888765254324162613 - https://x.com/Markus_Clauss/status/1888765466086117473 - https://x.com/Markus_Clauss/status/1888766103758803021 projects: - project: Midterm Project project_slug: midterm total_score: 46 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/thedatadudech/machine-learning-zoomcamp/tree/midterm_project/midproject faq_contribution: "What is the main objective of the midterm project?\r\nHow can\ \ the model's performance be evaluated?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1861074584805523951 - https://x.com/Markus_Clauss/status/1861074850506232020 - https://x.com/Markus_Clauss/status/1861075063853748412 - https://x.com/Markus_Clauss/status/1861075322982031641 - https://x.com/Markus_Clauss/status/1861075542813835346 - https://x.com/Markus_Clauss/status/1861075770828853693 - https://x.com/Markus_Clauss/status/1861075965029285943 - https://x.com/Markus_Clauss/status/1861076286094852323 - https://x.com/Markus_Clauss/status/1861076517096235249 - https://x.com/Markus_Clauss/status/1861076967174340931 - https://x.com/Markus_Clauss/status/1861077061810446540 - https://x.com/Markus_Clauss/status/1861077155200815411 - https://x.com/Markus_Clauss/status/1861077249757233510 - https://x.com/Markus_Clauss/status/1861077353578807722 - project: Capstone 1 project_slug: capstone1 total_score: 45 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/thedatadudech/machine-learning-zoomcamp/tree/capstone1/cohorts/2024/MLZoomcampCapstone1 faq_contribution: "What should I do if the prediction service is not responding?\r\ \nHow can I update the model with new data?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1869904435767607699 - https://x.com/Markus_Clauss/status/1869920302324400545 - https://x.com/Markus_Clauss/status/1869920483648401532 - https://x.com/Markus_Clauss/status/1869920678612185353 - https://x.com/Markus_Clauss/status/1869920797264859546 - https://x.com/Markus_Clauss/status/1869920887241134310 - https://x.com/Markus_Clauss/status/1869921023564386601 - https://x.com/Markus_Clauss/status/1869921697823920528 - https://x.com/Markus_Clauss/status/1869921824345149632 - https://x.com/Markus_Clauss/status/1869921975998571002 - https://x.com/Markus_Clauss/status/1869922645145178141 - https://x.com/Markus_Clauss/status/1869922473019609239 - https://x.com/Markus_Clauss/status/1869922211273769239 - https://x.com/Markus_Clauss/status/1869923062944039292 - project: Capstone 2 project_slug: capstone2 total_score: 45 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/thedatadudech/machine-learning-zoomcamp/tree/capstone2/cohorts/2024/MLZoomcampCapstone2 faq_contribution: "What is EfficientNet, and how does it improve model performance?\r\ \nWhat is the advantage of chosing PyTorch over Tensorflow?" learning_in_public_links: - https://x.com/Markus_Clauss/status/1886505772642718190 - https://x.com/Markus_Clauss/status/1886506378115916164 - https://x.com/Markus_Clauss/status/1886506488841052425 - https://x.com/Markus_Clauss/status/1886506587608490090 - https://x.com/Markus_Clauss/status/1886506669049364578 - https://x.com/Markus_Clauss/status/1886506748032242153 - https://x.com/Markus_Clauss/status/1886506849358561726 - https://x.com/Markus_Clauss/status/1886506938403578057 - https://x.com/Markus_Clauss/status/1886507193349832854 - https://x.com/Markus_Clauss/status/1886507287696605695 - https://x.com/Markus_Clauss/status/1886507380407476463 - https://x.com/Markus_Clauss/status/1886507460011163869 - https://x.com/Markus_Clauss/status/1886507575245422692 - https://x.com/Markus_Clauss/status/1886507686998458618 - position: 3 display_name: Beautiful Morse total_score: 291 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/01-intro/Homework_01_Return.ipynb faq_contribution: "Question:\r\nThis is my first time using Github to upload a\ \ code. I was getting the below error message:\r\n\r\nAnswer:\r\nUse the command:\ \ git reset --hard HEAD \r\nThis is typically used when you need to discard\ \ all changes in your working directory and staging area, resetting everything\ \ to the last commit." learning_in_public_links: - https://www.linkedin.com/posts/abdulkabir-subair-20114148_github-datatalksclubmachine-learning-zoomcamp-activity-7242170363084738560-pj49?utm_source=share&utm_medium=member_desktop - https://x.com/subair9/status/1836405890989092928 - https://web.facebook.com/abdulkabir.subair.9 - https://www.instagram.com/p/DAD7V2qopca/ - https://www.threads.net/@subair9/post/DAD7ppRojpe - https://mastodon.social/@subair9/113158976126623603 - https://www.tumblr.com/subair9/761967813674074112/just-completed-the-first-week-of-machine-learning - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/02-regression/Homework_02_Return.ipynb faq_contribution: "Question:\r\nHow and why do we replace the NaN values with\ \ average of the column?\r\n\r\nAnswer:\r\n# fill NaN values with the mean of\ \ each column\r\ndf.fillna(mean, inplace=True)\r\n\r\nPros and Cons of Filling\ \ NaN Values with Column Means:\r\nPros:\r\nSimplicity: The method is straightforward\ \ and easy to implement, making it accessible for users at various skill levels.\r\ \nPreservation of Data Structure: The approach retains the structure of the\ \ original DataFrame, preventing the introduction of unnecessary complexity.\r\ \nPreservation of Central Tendency: Filling NaN values with the average helps\ \ maintain the central tendency of the data, which can be important for certain\ \ types of analysis and modeling.\r\n\r\nCons:\r\nSensitivity to Outliers: The\ \ mean is sensitive to extreme values (outliers), and replacing NaN values with\ \ the mean might not be appropriate if your dataset contains outliers. This\ \ can potentially skew the data.\r\nImpact on Variability: Filling NaN with\ \ the mean may not accurately represent the variability in the data, especially\ \ if the distribution is skewed.\r\nPotential Information Loss: If the missing\ \ values follow a pattern or contain valuable information, replacing them with\ \ the mean could lead to the loss of important insights.\r\n\r\nCommon Errors\ \ and How to Handle:\r\nIgnoring Non-Numeric Columns:\r\nError: Attempting to\ \ calculate the mean on non-numeric columns will result in an error.\r\nHandling:\ \ Before applying the mean() method, ensure that the DataFrame contains only\ \ numeric columns or use the select_dtypes method to filter numeric columns." learning_in_public_links: - https://www.linkedin.com/posts/abdulkabir-subair-20114148_github-datatalksclubmachine-learning-zoomcamp-activity-7250261305046028288-QrSa?utm_source=share&utm_medium=member_desktop - https://x.com/subair9/status/1844496293361774845 - https://web.facebook.com/abdulkabir.subair.9 - https://www.instagram.com/p/DA9Z_n8ow96/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA== - https://www.threads.net/@subair9/post/DA9aTfbID-n - https://mastodon.social/@subair9/113285373499979963 - https://www.tumblr.com/subair9/763990054744047616/ml-zoomcamp?source=share - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/03-classification/Homework_03_Return.ipynb faq_contribution: "Question:\r\nThe output image of my seaborn heatmap shows annotation\ \ only in the first row.\r\n\r\n\r\nAnswer:\r\nFirst ensure annot is set to\ \ True as below:\r\nsns.heatmap(matrix, annot=True)\r\n\r\nThen upgrade seaborn\ \ using the code below:\r\npip install seaborn --upgrade" learning_in_public_links: - https://www.linkedin.com/posts/abdulkabir-subair-20114148_github-datatalksclubmachine-learning-zoomcamp-activity-7251575357248614401-c6kc?utm_source=share&utm_medium=member_desktop - https://x.com/subair9/status/1845811785355383013 - https://web.facebook.com/abdulkabir.subair.9 - https://www.instagram.com/p/DBGw4UwI9sq/ - https://www.threads.net/@subair9/post/DBGwn6hoYKR - https://mastodon.social/@subair9/113305943448592248 - https://www.tumblr.com/subair9/764319383242833920/ml-zoomcamp?source=share - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/04-evaluation/Homework_04_Return.ipynb faq_contribution: "Week 4\r\nQuestion:\r\nHow do I read the dataset with Pandas\ \ in Windows?\r\nI used the code below but not working\r\ndf = pd.read_csv('C:\\\ Users\\username\\Downloads\\data.csv')\r\n\r\n\r\nAnswer:\r\nThe two other ways\ \ are:\r\ndf = pd.read_csv('C:\\\\Users\\\\username\\\\Downloads\\\\data.csv')\r\ \ndf = pd.read_csv('C:/Users/username/Downloads/data.csv')" learning_in_public_links: - https://www.linkedin.com/posts/abdulkabir-subair-20114148_github-datatalksclubmachine-learning-zoomcamp-activity-7254251326048509952-uFgr?utm_source=share&utm_medium=member_desktop - https://x.com/subair9/status/1848486206994063697 - https://web.facebook.com/abdulkabir.subair.9 - https://www.instagram.com/p/DBZwb2DoeL8/?utm_source=ig_web_copy_link - https://www.threads.net/@subair9/post/DBZwmVgoKFo?xmt=AQGz-XayjoVPlcuV_4wmQRtXUf1HN6mqih4WtvQry4gomQ - https://mastodon.social/@subair9/113347708979554336 - https://www.tumblr.com/subair9/764987484606201856/ml-zoomcamp?source=share - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/05-deployment/Homework_05_Return.ipynb faq_contribution: "Question:\r\nI have a problem connecting to my flask app with\ \ name q4_predict.py shown below:\r\n\r\nimport pickle\r\nfrom flask import\ \ Flask\r\nfrom flask import request\r\nfrom flask import jsonify\r\n\r\n\r\n\ def load(filename: str):\r\n\twith open(filename, 'rb') as f_in:\r\n\t\treturn\ \ pickle.load(f_in)\r\n\r\ndv = load('dv.bin')\r\nmodel = load('model1.bin')\r\ \n\r\napp = Flask('bank+marketing')\r\n\r\n@app.route('/predict', methods=['POST'])\r\ \ndef predict():\r\n client = request.get_json()\r\n\r\n X = dv.transform([client])\r\ \n y_pred = model.predict_proba(X)[0, 1]\r\n subscribe = y_pred >= 0.5\r\ \n\r\n result = {\r\n 'y_probability': float(y_pred),\r\n 'y_result':\ \ bool(subscribe)\r\n }\r\n\r\n return jsonify(result)\r\n\r\nif __name__\ \ == \"__main__\":\r\n app.run(debug=True, host='0.0.0.0', port=9696)\r\n\ \r\n\r\nThe evaluation script named q4_sol.py is below:\r\n\r\nimport requests\r\ \nurl = \"http://localhost:9696/q4_predict\"\r\nclient = {\"job\": \"student\"\ , \"duration\": 280, \"poutcome\": \"failure\"}\r\nresponse = requests.post(url,\ \ json=client).json()\r\nprint(response)\r\n\r\nWhat am I doing wrong?\r\n\r\ \n\r\n\r\nAnswer:\r\nThe line:\r\nurl = \"http://localhost:9696/q4_predict\"\ \r\n\r\nshould be:\r\nurl = \"http://localhost:9696/predict\"\r\n\r\nThis is\ \ because q4_sol.py is actually trying to use the function predict() in the\ \ q4_predict.py flask app." learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7257085143297785857/ - https://x.com/subair9/status/1851320173632111045 - https://web.facebook.com/abdulkabir.subair.9 - https://www.instagram.com/p/DBt5PzZuFWI/ - https://www.threads.net/@subair9/post/DBt5aMvOtSW - https://mastodon.social/@subair9/113392001534359374 - https://www.tumblr.com/subair9/765696269282934784/ml-zoomcamp?source=share - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/06-trees/Homework_06_Return.ipynb faq_contribution: "Question:\r\nHow do I use docker in Windows wsl\r\n\r\n\r\n\ Answer:\r\nTo use Docker in Windows WSL, install Docker Desktop in windows and\ \ configure it to use the WSL 2 based engine: \r\n1. Download and install Docker\ \ Desktop \r\n2. Start Docker Desktop from the Start menu \r\n3. Select the\ \ Docker icon in the taskbar \r\n4. Right-click the icon and select Settings\ \ \r\n5. In the General tab, ensure Use the WSL 2 based engine is checked \r\ \n6. Select Apply & Restart \r\n7. In Settings > Resources > WSL Integration,\ \ select the WSL 2 distribution to enable Docker integration on \r\n8. Open\ \ a WSL distribution and enter docker --version to confirm Docker installation\ \ \r\n9. Test the installation by running a Docker image using docker run hello-world" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7259347283555602432/ - https://x.com/subair9/status/1853582472531112215 - https://web.facebook.com/abdulkabir.subair.9 - https://www.instagram.com/p/DB9-FfjokkV/ - https://www.threads.net/@subair9/post/DB9-TrBoyYv - https://mastodon.social/@subair9/113392001534359374 - https://www.tumblr.com/subair9/766261601426898944/ml-zoomcamp - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/08-deep-learning/Homework_08_Return.ipynb faq_contribution: "Question:\r\nWhen selecting a sub dataframe from a parent dataframe,\ \ I noticed that some programmers make a copy of the dataframe using the .copy()\ \ method. Why is this so.\r\n\r\nAnswer:\r\nIn Pandas, indexing a DataFrame\ \ returns a reference to the initial DataFrame. Thus, changing the subset will\ \ change the initial DataFrame. Thus, you'd want to use the copy if you want\ \ to make sure the initial DataFrame shouldn't change. Consider the following\ \ code:\r\n\r\ndf = DataFrame({'x': [1,2]})\r\ndf_sub = df[0:1]\r\ndf_sub.x\ \ = -1\r\nprint(df)\r\n\r\nYou'll get:\r\n x\r\n0 -1\r\n1 2\r\n\r\nIn contrast,\ \ the following leaves df unchanged:\r\ndf_sub_copy = df[0:1].copy()\r\ndf_sub_copy.x\ \ = -1" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7269783910715191296/ - https://web.facebook.com/abdulkabir.subair.9 - https://mastodon.social/@subair9/113590416009719648 - https://x.com/subair9/status/1864021142526120114 - https://www.threads.net/@subair9/post/DDIIpZvO-dO - https://www.tumblr.com/subair9/768870891155324928/machine-learning-zoomcamp - https://www.linkedin.com/feed/update/urn:li:activity:7269793650514018305/ - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/09-serverless/Homework_09_Return.ipynb faq_contribution: "Question:\r\nIn code spaces I am using jupyter notebook, how\ \ can I check the size of a file in another folder.\r\n\r\nAnswer:\r\n# Change\ \ directory to get the size.\r\nos.chdir('../data/hw_09/')\r\n!ls -lh\r\n\r\n\ # Return to the default directory.\r\nos.chdir('../09-serverless')\r\n!pwd" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7273076559467474945/ - https://www.instagram.com/p/DDfg8YVuW5o/ - https://web.facebook.com/abdulkabir.subair.9 - https://mastodon.social/@subair9/113641844678424034 - https://x.com/subair9/status/1867312782883913803 - https://www.threads.net/@subair9/post/DDfhlwguHwE - https://www.tumblr.com/subair9/769693808749412352/machine-learning-zoomcamp - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/10-kubernetes/Homework_10_Return.ipynb faq_contribution: "Question:\r\nHow can I install kind in codespaces.\r\n\r\n\ Answer:\r\nUse the build kind from source method by cloning the latest source\ \ from GitHub as listed below: \r\ngit clone https://github.com/kubernetes-sigs/kind.git\ \ \r\ncd kind \r\nmake install \r\nchmod +x ./bin/kind \r\nsudo mv ./bin/kind\ \ /usr/local/bin/kind" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7276397838715023360/ - https://www.instagram.com/p/DD3HDHRINu1/ - https://mastodon.social/@subair9/113693726019281196 - https://web.facebook.com/abdulkabir.subair.9 - https://x.com/subair9/status/1870633471376543891 - https://www.threads.net/@subair9/post/DDfhlwguHwE - https://www.tumblr.com/subair9/770524028442132480/ml-zoomcamp - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7294635139978977281/ - https://www.instagram.com/p/DF4tD0Kuv4h/ - https://www.tumblr.com/subair9/775083743741362176/just-completed-the-ml-zoomcamp-2024-competition-on?source=share - https://www.threads.net/@subair9/post/DF4vrFiuajm - https://mastodon.social/@subair9/113978796848185865 - https://web.facebook.com/abdulkabir.subair.9/posts/pfbid02D7Hx5AbVgybbS21uyeNtia8SXNWkw2ah8BujRMmR8x6iEu6ds6kziRGoJwLD7a9Kl - https://x.com/subair9/status/1888878135522758722 - homework: Article homework_slug: article total_score: 27 questions_score: 20 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/subair99/ML_Zoomcamp_2024_Modules/blob/main/ML_Zoomcamp_2024_Article/Article.md learning_in_public_links: - https://www.linkedin.com/posts/abdulkabir-subair-20114148_mlzoomcamp2024modulesmlzoomcamp2024-activity-7295173292225630209-9olC?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAn8l-EB4kTVBpB4l1RtOD2DGxEk-UVrHYk - https://www.instagram.com/p/DF8hXnfuUF8/ - https://web.facebook.com/abdulkabir.subair.9/posts/pfbid0217dD3QaDpCU76mtcxw3udJ8nAt8WWogq2GFzMtL9btr1rDL734ufWWJCm8n5S6Nbl?__cft__[0]=AZWP3WiDYN-CgPPhb7lE0hxqE7XjhY_m1fj63r85XTvIGRhqbJ6E4ch-vp62LHUHVpZpnqngKNFYBwrYvfoUu9sVd6zA5DJIfE3hszfzkl2rtQ&__tn__=%2CO%2CP-R - https://www.tumblr.com/subair9/775217670067011584/article?source=share - https://www.threads.net/@subair9/post/DF8hzrSI53D - https://mastodon.social/@subair9/113987114548487191 - https://x.com/subair9/status/1889409911618150651 projects: - project: Midterm Project project_slug: midterm total_score: 38 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 10 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/subair99/ML_Zoomcamp_2024_Project_Mid faq_contribution: "When selecting a sub dataframe from a parent dataframe, I noticed\ \ that some programmers make a copy of the dataframe using the .copy() method.\ \ Why is this so.\r\n\r\nAnswer:\r\nIn Pandas, indexing a DataFrame returns\ \ a reference to the initial DataFrame. Thus, changing the subset will change\ \ the initial DataFrame. Thus, you'd want to use the copy if you want to make\ \ sure the initial DataFrame shouldn't change. Consider the following code:\r\ \n\r\ndf = DataFrame({'x': [1,2]})\r\ndf_sub = df[0:1]\r\ndf_sub.x = -1\r\n\ print(df)\r\n\r\nYou'll get:\r\n x\r\n0 -1\r\n1 2\r\n\r\nIn contrast, the\ \ following leaves df unchanged:\r\ndf_sub_copy = df[0:1].copy()\r\ndf_sub_copy.x\ \ = -1" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7262428067594203136/ - https://www.instagram.com/p/DCT3wv7oEU7/ - https://www.linkedin.com/feed/update/urn:li:activity:7263713536109932545/ - https://www.instagram.com/p/DCc_cgBIUp-/ - https://www.linkedin.com/feed/update/urn:li:activity:7264343615454203904/ - https://www.instagram.com/p/DChfQg6u7P1/ - https://www.linkedin.com/feed/update/urn:li:activity:7264596204389355522/ - https://www.instagram.com/p/DCjRzDUoc4t/ - https://www.linkedin.com/feed/update/urn:li:activity:7267081910634381314/ - https://www.instagram.com/p/DC07AbXI1MQ/ - project: Capstone 1 project_slug: capstone1 total_score: 41 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 10 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/subair99/ML_Zoomcamp_2024_Project_Cap1/tree/main faq_contribution: "Question:\r\nHow do you save a keras model.\r\n\r\nAnswer:\r\ \nUse tf.keras.Model.save(model, 'my_model.keras')\r\nNote that model is the\ \ just completed model run." learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7281387243787681793/ - https://www.instagram.com/p/DEakZreOLQM/ - https://www.linkedin.com/feed/update/urn:li:activity:7281799512229040128/ - https://www.instagram.com/p/DEdffR8I6ph/ - https://www.linkedin.com/feed/update/urn:li:activity:7282159764225052673/ - https://www.instagram.com/p/DEgDjgoolZW/ - https://www.linkedin.com/feed/update/urn:li:activity:7282522683236323328/ - https://www.instagram.com/p/DEioX2fIJXu/ - https://www.linkedin.com/feed/update/urn:li:activity:7282882946259144704/ - https://www.instagram.com/p/DElMN_HI4M1/ - project: Capstone 2 project_slug: capstone2 total_score: 45 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/subair99/ML_Zoomcamp_2024_Project_Cap2 faq_contribution: "Question:\r\nHow can one quickly test a keras model in notebook\r\ \n\r\nAnswer:\r\n# Load the keras model\r\nloaded_model = tf.keras.models.load_model('model.keras')\r\ \n\r\n# Define the tflite convereter\r\nconverter = tflite.TFLiteConverter.from_keras_model(loaded_model)\r\ \ntflite_model = converter.convert()\r\n\r\n# Save the converted tflite model\r\ \nwith open('model.tflite', 'wb') as f_out:\r\n f_out.write(tflite_model)\r\ \n\r\n\r\n# Define the interpreter.\r\ninterpreter = tflite.Interpreter(model_path='model.tflite')\r\ \ninterpreter.allocate_tensors()\r\n\r\n# Define the pre_process function.\r\ \ndef pre_process(x):\r\n return x / 255.0\r\n\r\n# Import the image for\ \ testing\r\nimg = tf.keras.utils.load_img('Te-glTr_0007.jpg', target_size=(299,\ \ 299))\r\n\r\n# Pre process image.\r\nx = np.array(img, dtype='float32')\r\n\ X = np.array([x])\r\nX = pre_process(X)\r\n\r\n# Return the output of the model.\r\ \ninterpreter.set_tensor(input_index, X)\r\ninterpreter.invoke()\r\npreds =\ \ interpreter.get_tensor(output_index)\r\npreds" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7292515938111807489/ - https://www.instagram.com/p/DFppL4cuZg6/ - https://www.tumblr.com/subair9/774553790490836992/ml-zoomcamp-project-capstone-2-1-problem?source=share - https://www.threads.net/@subair9/post/DFpqY6VOk_9 - https://www.linkedin.com/feed/update/urn:li:activity:7292530694520541186/ - https://www.instagram.com/p/DFpvih6ut50/ - https://www.tumblr.com/subair9/774556931379576832/ml-zoomcamp-project-capstone-2-2-exploratory?source=share - https://www.threads.net/@subair9/post/DFpv-NrOYCh - https://www.linkedin.com/feed/update/urn:li:share:7292538722498023424/ - https://www.instagram.com/p/DFpzQehOcma/ - https://www.tumblr.com/subair9/774558967302094848/ml-zoomcamp-project-capstone-3-3-first?source=share - https://www.threads.net/@subair9/post/DFpzzMKuUdn - https://www.linkedin.com/feed/update/urn:li:activity:7292615780804825089/ - https://www.instagram.com/p/DFqWaJNSi-M/ - position: 4 display_name: Siddhartha Gogoi total_score: 264 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/SapientSapiens/ml-zoomcamp-2024/blob/main/homework/01/Homework01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/github/SapientSapiens/ml-zoomcamp-2024/blob/main/homework/02/Homework02.ipynb learning_in_public_links: - https://transformtryst.blogspot.com/2024/10/linear-regression-deep-dive-with-alexey.html - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/homework/03/Homework03.ipynb learning_in_public_links: - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Logistic_Regression.md - https://transformtryst.blogspot.com/2024/10/logistic-regression-walkthrough-by.html - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/homework/04/Homework04.ipynb learning_in_public_links: - https://transformtryst.blogspot.com/2024/10/evaluation-metrics-for-classification.html - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Evaluation_Metrics_for_Classification.md - https://x.com/SapeintSapience/status/1849147523640053943 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/tree/main/homework/05 learning_in_public_links: - https://transformtryst.blogspot.com/2024/10/deploying-your-machine-learning-model.html - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Deploying_Machine_Learning_Models.md - https://x.com/SapeintSapiens/status/1850930645171892333 - https://x.com/SapeintSapiens/status/1850461955695464889 - https://x.com/SapeintSapiens/status/1850212784203825297 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 6 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/homework/06/Homework06.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.yj83e3kd9ob2 learning_in_public_links: - https://transformtryst.blogspot.com/2024/11/diving-deep-into-decision-trees-and.html - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Decision_Tress_and_Ensemble_Learning.md - https://x.com/SapeintSapiens/status/1853542998556238152 - https://x.com/SapeintSapiens/status/1853404130322350099 - https://x.com/SapeintSapiens/status/1853217348540625013 - https://x.com/SapeintSapiens/status/1852131980684689646 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/homework/08/Homework08.ipynb learning_in_public_links: - https://transformtryst.blogspot.com/2024/12/a-solid-foundational-chapter-on-neural.html - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Neural_Networks_%26_DL.md - https://transformtryst.blogspot.com/2024/12/building-convolutional-neural-network.html - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/CNN_hairstyle_detection_model.md - https://x.com/SapientSapiens/status/1865007184611815667 - https://x.com/SapientSapiens/status/1864765670677709283 - https://x.com/SapientSapiens/status/1864602553138192553 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/tree/main/homework/09 learning_in_public_links: - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Deploying_model_at_AWS_Lambda.md - https://mastodon.social/@sapientsapiens/113636830893954432 - https://www.tumblr.com/sapientsapiens/769613020524576768/serverless-deep-learning?source=share - https://x.com/SapientSapiens/status/1866990267032842439 - https://x.com/SapientSapiens/status/1866735805227585640 - https://x.com/SapientSapiens/status/1866209108954845436 - https://x.com/SapientSapiens/status/1865759589310079429 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/ml-zoomcamp-2024/tree/main/homework/10 learning_in_public_links: - https://mastodon.social/@sapientsapiens/113687602463353566 - https://www.tumblr.com/sapientsapiens/770425525783216128/just-wrapped-up-the-assignments-on-the-final?source=share - ' https://x.com/SapientSapiens/status/1870239815616344147' - https://x.com/SapientSapiens/status/1870049798973468808 - https://x.com/SapientSapiens/status/1868395814223249618 - https://www.tumblr.com/sapientsapiens/769964570946273280/commencing-the-chapter-on-kubernetes-and?source=share - https://mastodon.social/@sapientsapiens/113658795203944115 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 9 questions_score: 2 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://x.com/SapientSapiens/status/1888924223583756467 - https://www.tumblr.com/sapientsapiens/775096558798733312/completed-with-the-ml-zoomcamp-kaggle-competition?source=share - https://mastodon.social/@sapientsapiens/113979543782170263 - https://mastodon.social/@sapientsapiens/113969814034502493 - https://www.tumblr.com/sapientsapiens/774940864262832128/also-taking-a-step-forward-for-the-kaggle?source=share - https://x.com/SapientSapiens/status/1888301006188105983 - https://transformtryst.blogspot.com/2025/02/my-first-participation-in-kaggle.html - homework: Article homework_slug: article total_score: 27 questions_score: 20 faq_score: 0 learning_in_public_score: 7 homework_link: https://medium.com/@siddharthagogoi_73598/k-nearest-neighbors-the-timeless-algorithm-that-thinks-like-a-human-cbc92e1665ff learning_in_public_links: - https://x.com/SapientSapiens/status/1889119070181543995 - https://x.com/SapientSapiens/status/1889121179790889170 - https://www.tumblr.com/sapientsapiens/775145783829954560/finally-decided-to-write-an-article-about?source=share - https://mastodon.social/@sapientsapiens/113982616716647454 - https://x.com/SapientSapiens/status/1888303368722141425 - https://www.tumblr.com/sapientsapiens/774941556946911232/moreover-finalizing-a-topic-for-the-article-at?source=share - https://mastodon.social/@sapientsapiens/113969850233414457 projects: - project: Midterm Project project_slug: midterm total_score: 43 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 12 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/SapientSapiens/midtermproject-2024-mlz faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.u41plfnbbdk0 learning_in_public_links: - https://transformtryst.blogspot.com/2024/11/idea-for-my-midterm-project-at.html - https://github.com/SapientSapiens/ml-zoomcamp-2024/blob/main/notes/Midterm_Project_Notes.md - https://x.com/SapientSapiens/status/1861168979592782297 - https://x.com/SapientSapiens/status/1860941624660144502 - https://x.com/SapientSapiens/status/1860350870417973557 - https://x.com/SapientSapiens/status/1858686466311999734 - https://x.com/SapientSapiens/status/1856628018157961453 - https://x.com/SapientSapiens/status/1856037465045512704 - https://x.com/SapientSapiens/status/1854443316948914535 - https://x.com/SapientSapiens/status/1861474021277344202 - https://x.com/SapientSapiens/status/1861475949386309691 - https://x.com/SapientSapiens/status/1861477426993471677 - project: Capstone 1 project_slug: capstone1 total_score: 45 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/SapientSapiens/capstone1project-2025-mlz learning_in_public_links: - https://transformtryst.blogspot.com/2025/01/building-bird-image-classifier-for-my.html - https://www.tumblr.com/sapientsapiens/771515340351012864/finalized-on-a-dataset-for-the-1st-capstone?source=share - https://www.tumblr.com/sapientsapiens/772316017726767104/just-completed-the-eda-on-the-image-dataset-for?source=share - https://www.tumblr.com/sapientsapiens/772504923115077632/cnn-model-training-for-image-classification?source=share - https://www.tumblr.com/sapientsapiens/772563285326348288/wrapping-up-the-capstone-1-project-for-mlzoomcamp?source=share - https://mastodon.social/@sapientsapiens/113755709644694657 - https://mastodon.social/@sapientsapiens/113805757061255499 - https://mastodon.social/@sapientsapiens/113817548730767656 - https://mastodon.social/@sapientsapiens/113821212442530422 - https://x.com/SapientSapiens/status/1878790891324002482 - https://x.com/SapientSapiens/status/1874598495363248232 - https://x.com/SapientSapiens/status/1877800315808055661 - https://x.com/SapientSapiens/status/1878557395301114181 - https://x.com/SapientSapiens/status/1871501940154400890 - project: Capstone 2 project_slug: capstone2 total_score: 45 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/SapientSapiens/capstone2project-2025-mlz learning_in_public_links: - https://transformtryst.blogspot.com/2025/02/my-capstone-2-project-at-mlzoomcamp.html - https://x.com/SapientSapiens/status/1886555371088806248 - https://x.com/SapientSapiens/status/1886219551622259030 - https://www.tumblr.com/sapientsapiens/774420331224088576/finished-with-the-feature-selection-and-model?source=share - https://mastodon.social/@sapientsapiens/113937272255909112 - https://x.com/SapientSapiens/status/1885743935953527284 - https://www.tumblr.com/sapientsapiens/774301451603296256/completed-the-exploratory-data-analysis-of-the?source=share - https://mastodon.social/@sapientsapiens/113929841082243906 - https://mastodon.social/@sapientsapiens/113929800666868499 - https://www.tumblr.com/sapientsapiens/774300454065733633/it-appears-god-head-my-prayers-and-the-deadlines?source=share - https://x.com/SapientSapiens/status/1885737026680701125 - https://x.com/SapientSapiens/status/1882160586672521273 - https://mastodon.social/@sapientsapiens/113873884312987800 - https://www.tumblr.com/sapientsapiens/773406105891209216/now-its-time-for-the-capstone-2-the-article-and?source=share - position: 5 display_name: Till Meineke total_score: 256 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/01-intro/homework_01_till_meineke.ipynb learning_in_public_links: - https://medium.com/@till.meineke/how-to-setup-a-portfolio-page-on-github-io-3b951fc94f22 - https://medium.com/@till.meineke/setting-up-the-environments-for-ml-zoomcamp-2024-eceb6e42e36e - https://www.linkedin.com/posts/tillmeineke_setting-up-the-environments-for-ml-zoomcamp-activity-7244840475675807745-ExVD?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/02-regression/homework_02_till_meineke.ipynb faq_contribution: Added Link for 2024 Leatherboard learning_in_public_links: - https://www.linkedin.com/pulse/learning-ml-zoomcamp-week-1-introduction-till-meineke-k05mc - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728406911333039?thread_ts=1728406320.928139&cid=C0288NJ5XSA - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728473909631359?thread_ts=1728421282.172389&channel=C0288NJ5XSA&message_ts=1728473909.631359 - https://www.linkedin.com/pulse/eda-california-housing-dataset-till-meineke-pr3mf - https://medium.com/@till.meineke/costumize-your-terminal-for-ml-zoomcamp-2024-b1530b6a6bf0 - https://www.linkedin.com/posts/tillmeineke_costumize-your-terminal-for-ml-zoomcamp-2024-activity-7249898785428963328-1rcC?utm_source=share&utm_medium=member_desktop - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728512104462489 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/03-classification/homework_03_till_meineke.ipynb faq_contribution: "None of the videos have how to install the environment in Mac,\ \ does someone have instructions for Mac with M1 chip? \r\n\r\nhttps://medium.com/p/eceb6e42e36e\ \ \r\n\r\nI wrote an article on medium describing the setup of a conda ML environment\ \ on AppleSilicon" learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7251516995173568514-G2ok?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_how-to-keep-up-with-the-ml-zoomcamp-2024-activity-7251568053262385152-yvz6?utm_source=share&utm_medium=member_desktop - https://medium.com/@till.meineke/how-to-keep-up-with-the-ml-zoomcamp-2024-2ba82fdf98db - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728915061240629?thread_ts=1728596106.858199&cid=C0288NJ5XSA - https://medium.com/@till.meineke/unlocking-the-power-of-ml-zoomcamp-a-subtitle-adventure-60aa7343d988 - https://www.linkedin.com/posts/tillmeineke_unlocking-the-power-of-ml-zoomcamp-a-subtitle-activity-7252423016293224448--Zhi?utm_source=share&utm_medium=member_desktop - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1729065197020029 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/04-evaluation/homework_04_till_meineke.ipynb faq_contribution: Added Link for homework04 for 2024 learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7254050287621971968-E2Hw?utm_source=share&utm_medium=member_desktop - https://t.me/mlzoomcamp/156?comment=1642 - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7254429566440509440-suw6?utm_source=share&utm_medium=member_desktop - https://datatalks-club.slack.com/archives/C01F53D373M/p1729681384298969 - https://medium.com/@till.meineke/working-with-visual-studio-code-in-ml-zoomcamp-2024-967ee66c29e5 - https://www.linkedin.com/posts/tillmeineke_checkout-my-latest-article-httpslnkdin-activity-7254955147406020608-Fmrv?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/feed/update/urn:li:activity:7254859071965548545?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7254859071965548545%2C7254955762173534208%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287254955762173534208%2Curn%3Ali%3Aactivity%3A7254859071965548545%29 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/05-deployment/ faq_contribution: added link for HW 2024 learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7256627802806833152-tmg_?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-hagenbecks-activity-7257087338097352704-U8IV?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7257110420946075649-WP47?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7257112284295036929-1sLr?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7257290745663868928-8EyW?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7257292555875205120-jWzI?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7257294376551206912-eI6t?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/06-trees/homework_06_till_meineke.ipynb faq_contribution: Added link to homework for week 6 learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259182992189771776-MeC2?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259186203562807296-3DRM?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259259395312652288-Xjou?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259285029564940288-nhlC?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259300465681547264-4PUe?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259296186312916993-mLnd/?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7259335214248706049-Lsqj?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/blob/main/08-deep-learning/homework_08_till_meineke.ipynb faq_contribution: "cleaned up for 20-30 min, added update info for week 9: \r\n\ Python 3.12 vs TF Lite 2.17" learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7270177942490562561-jObO?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7270179529812230144-p82O?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7270180257918287872-VHZI?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-machinelearning-deeplearning-activity-7270190077350187008-p67N?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-machinelearning-deeplearning-activity-7270182366520737793-UwGd?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-deeplearning-computervision-activity-7270193848297967616-fVej?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-deeplearning-gpu-activity-7270195845675859968-TNvo?utm_source=share&utm_medium=member_desktop - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/tree/main/09-serverless faq_contribution: 'Updated: How to get started with Week 9' learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7271866627695026176-w-tO?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-deeplearning-serverless-activity-7271952211218243584-JjFc?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-machinelearning-mlops-activity-7271954154841939970-4PYw?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-aws-lambda-activity-7271972571271622656-lWKh?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-docker-aws-activity-7271994756296048640-DMFO?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-machinelearning-aws-activity-7272185143866359808-xSeV?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_machinelearning-awslambda-docker-activity-7272189599391645704-5w8v?utm_source=share&utm_medium=member_desktop - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/tree/main/10-kubernetes faq_contribution: HPA doesn’t show CPU metrics learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-dockercompose-mlops-activity-7275886787409924097-UrjH?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7275891195661197312-v7FM?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7276220370779619328-K3Q5?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-kubernetes-mlops-activity-7276263501168361472-bGgP?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-kubernetes-mlops-activity-7276265442162192384-7htw?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-kubernetes-mlops-activity-7276266679792267264-u3uj?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-kubernetes-aws-activity-7276267339484975105-qAGN?utm_source=share&utm_medium=member_desktop - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 7 questions_score: 0 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-datatalksclub-activity-7296101652074262529-_Z9K?utm_source=share&utm_medium=member_desktop&rcm=ACoAADz8pHsBzTCYoOQbUu8w3jNV1A1XuXbXLv0 - https://www.linkedin.com/posts/tillmeineke_although-i-didnt-submit-a-solution-or-model-activity-7296103227366817792-6vVJ?utm_source=share&utm_medium=member_desktop&rcm=ACoAADz8pHsBzTCYoOQbUu8w3jNV1A1XuXbXLv0 - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7296123009633820672-5R2t?utm_source=share&utm_medium=member_desktop&rcm=ACoAADz8pHsBzTCYoOQbUu8w3jNV1A1XuXbXLv0 - https://www.linkedin.com/posts/tillmeineke_modern-time-series-forecasting-with-python-activity-7296123787790442497-xSID?utm_source=share&utm_medium=member_desktop&rcm=ACoAADz8pHsBzTCYoOQbUu8w3jNV1A1XuXbXLv0 - https://www.linkedin.com/posts/tillmeineke_ml-zoomcamp-2024-competition-activity-7296136994403852288-zCtk?utm_source=share&utm_medium=member_desktop&rcm=ACoAADz8pHsBzTCYoOQbUu8w3jNV1A1XuXbXLv0 - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-machinelearning-datascience-activity-7296138271665905664-1PQz?utm_source=share&utm_medium=member_desktop&rcm=ACoAADz8pHsBzTCYoOQbUu8w3jNV1A1XuXbXLv0 - https://www.linkedin.com/feed/update/urn:li:ugcPost:7295534755645681666?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7295534755645681666%2C7296473077612216320%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287296473077612216320%2Curn%3Ali%3AugcPost%3A7295534755645681666%29 - homework: Article homework_slug: article total_score: 27 questions_score: 20 faq_score: 0 learning_in_public_score: 7 homework_link: https://medium.com/@till.meineke/setting-up-the-environments-for-ml-zoomcamp-2024-eceb6e42e36e learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_datascience-portfolio-github-activity-7294963803430031361-fmXE?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_setting-up-the-environments-for-ml-zoomcamp-activity-7294965345067364356-T6BJ?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_costumize-your-terminal-for-ml-zoomcamp-2024-activity-7294966086729449472-Y_bm?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_how-to-keep-up-with-the-ml-zoomcamp-2024-activity-7294967216431591425-KI2Q?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_unlocking-the-power-of-ml-zoomcamp-a-subtitle-activity-7294968403998466048-B7h3?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_working-with-visual-studio-code-in-ml-zoomcamp-activity-7294968941804752896-sSEm?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-datascience-machinelearning-activity-7294971036419133441-5R6c?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 46 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/tree/main/fungiIncognita faq_contribution: Link for HW8 cohort 2024 learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7260339521815220224-jeD7?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266950711664386048-oPj-?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266954180316053504--FCz?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266956394614964224-qdmt?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266959507954548736-qsoj?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266963858710294528-aWO3?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266991363613708288-hXnO?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266993751548469248-rIPD?utm_source=share&utm_medium=member_desktop - https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/08-deep-learning/01b-saturn-cloud.md - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7266996863273213952-h49H?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7267071587487535104-e6kk?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7267078507346731008-bSwu?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7267083383216689153-2Ule?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlsoomcamp-activity-7267086174068879360-h93R?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/tree/main/helloListenDog faq_contribution: "Where can I find other people’s projects to peer review them\ \ and where do I post mine for peer review?\r\n\r\n\r\nadded link to Course\ \ platform" - project: Capstone 2 project_slug: capstone2 total_score: 31 project_score: 5 peer_review_score: 9 project_learning_in_public_score: 10 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: false github_link: https://github.com/TillMeineke/ML_Zoomcamp2024_hw/tree/main/NYTaxiForecast faq_contribution: Fixed some minor bugs... learning_in_public_links: - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7292520558833864706-GOA4?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_mlzoomcamp-activity-7292522412431020032-bBWS?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_datascience-timeseriesanalysis-mlzoomcamp-activity-7292524637685534720-BoSU?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_datascience-timeseriesanalysis-mlzoomcamp-activity-7292525374867963906-xRpl?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_datascience-timeseriesanalysis-mlzoomcamp-activity-7292526318049488896-7a1z?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_nyctaxi-urbanmobility-datavisualization-activity-7292527765935812610-JUKH?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_datavisualization-dataanalytics-mlzoomcamp-activity-7292563768352366592-GQqf?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_till-meineke-completed-the-time-series-course-activity-7292821211871432704-hO9a?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_timeseriesanalysis-machinelearning-prophet-activity-7292841201337036800-PHWE?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/tillmeineke_timeseriesanalysis-machinelearning-prophet-activity-7292850384656633856-jETY?utm_source=share&utm_medium=member_desktop - position: 6 display_name: Edison Marcelo total_score: 253 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 12 questions_score: 5 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/tree/main/02-regression faq_contribution: Splitting the dataset into training, validation, and test subsets is best done within a function to avoid duplicating code. learning_in_public_links: - https://mastodon.social/@emmuzoo/113279729508543738 - https://mastodon.social/@emmuzoo/113279728913476599 - https://mastodon.social/@emmuzoo/113279726205798392 - https://x.com/emmuzoo/status/1844137705330049399 - https://x.com/emmuzoo/status/1844137661298258079 - https://x.com/emmuzoo/status/1844137600346636529 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/blob/main/03-classification/Homework.ipynb faq_contribution: En OneHotEncoder el parámetro "sparse" ha renombrado a "sparse_output". learning_in_public_links: - https://mastodon.social/@emmuzoo/113306434704325323 - https://mastodon.social/@emmuzoo/113306434154494818 - https://mastodon.social/@emmuzoo/113306433584034366 - https://mastodon.social/@emmuzoo/113306433066507393 - https://x.com/emmuzoo/status/1845846880543965536 - https://x.com/emmuzoo/status/1845846825946804287 - https://x.com/emmuzoo/status/1845846758070333761 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/blob/main/04-evaluation/Homework.ipynb faq_contribution: I had a division by zero problem when calculating f1-score. If you calculate it manually, check that the divisor is greater than zero. If you use f1_score, you can use the parameters average='macro' and zero_division=0. learning_in_public_links: - https://x.com/emmuzoo/status/1848469682069647531 - https://x.com/emmuzoo/status/1848469645952500001 - https://x.com/emmuzoo/status/1848469609608798538 - https://mastodon.social/@emmuzoo/113347448298255040 - https://mastodon.social/@emmuzoo/113347447524572203 - https://mastodon.social/@emmuzoo/113347446217986748 - https://mastodon.social/@emmuzoo/113347445176826187 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/tree/main/05-orchestration faq_contribution: The only problem I encountered was that the homework was with a Python version 3.11 and my Ubuntu version is 3.10. Since I didn't want to install a different version I used a virtual machine. learning_in_public_links: - https://mastodon.social/@emmuzoo/113387607246219465 - https://mastodon.social/@emmuzoo/113387606563999525 - https://mastodon.social/@emmuzoo/113387605955456574 - https://mastodon.social/@emmuzoo/113387605470893169 - https://mastodon.social/@emmuzoo/113387604592164327 - https://mastodon.social/@emmuzoo/113387604190115205 - https://mastodon.social/@emmuzoo/113387603255980777 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/tree/main/06-trees faq_contribution: The parameter evals_result=results can be used, this setting allows the evaluation results to be stored in each boost round. This facilitates the visualization and detailed analysis of the model's performance in each iteration, useful for tasks such as tuning hyperparameters or determining when overfitting begins to occur. learning_in_public_links: - https://mastodon.social/@emmuzoo/113426363361542306 - https://mastodon.social/@emmuzoo/113426362608717163 - https://mastodon.social/@emmuzoo/113426361721422174 - https://mastodon.social/@emmuzoo/113426361108959849 - https://x.com/emmuzoo/status/1853521324884537655 - https://x.com/emmuzoo/status/1853521205631873262 - https://x.com/emmuzoo/status/1853521174720127324 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/tree/main/08-deep-learning faq_contribution: If you want to continue training the model from the last epoch, you can pass the "initial_epoch" parameter to the "fit" method. In this case, the "epoch" parameter must take into account the previous epochs plus the new epochs. learning_in_public_links: - https://x.com/emmuzoo/status/1863969795739099541 - https://x.com/emmuzoo/status/1863969695046492326 - https://x.com/emmuzoo/status/1863969611554676841 - https://x.com/emmuzoo/status/1863969550330479057 - https://mastodon.social/@emmuzoo/113589623629755068 - https://mastodon.social/@emmuzoo/113589624222978066 - https://mastodon.social/@emmuzoo/113589624785839061 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/blob/main/09-serverless/ faq_contribution: "Due to my carelessness when copying and pasting from the notebook\ \ to the lambda_function.py, I got the following error:\r\n\r\n\"[ERROR] (rapid)\ \ Init failed error=Runtime exited with error: exit status 1 InvokeID=\".\r\n\ \r\nWell, it turns out that on the one hand I had forgotten an \"import\" and\ \ on the other hand the model name was not correct." learning_in_public_links: - https://mastodon.social/@emmuzoo/113619778726381176 - https://mastodon.social/@emmuzoo/113619778014585952 - https://mastodon.social/@emmuzoo/113619777228698979 - https://mastodon.social/@emmuzoo/113619776468581519 - https://x.com/emmuzoo/status/1866980699766743284 - https://x.com/emmuzoo/status/1866980658154811652 - https://x.com/emmuzoo/status/1866980617847513144 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/tree/main/10-kubernetes faq_contribution: "If you don't see metrics and you find the next errors in logs:\r\ \n\r\n\"Failed to scrape node\" err=\"Get \"https://172.18.0.2:10250/metrics/resource\\\ \": tls: failed to verify certificate: x509: cannot validate certificate for\ \ 172.18.0.2 because it doesn't contain any IP SANs\" node=\"kind-control-plane\"\ \r\n\r\nThen, you have to edit \"metrics-server\" and add \"--kubelet-insecure-tls\"\ \ option like the following:\r\n\r\nkubectl edit deployment metrics-server -n\ \ kube-system\r\nspec:\r\n containers:\r\n - name: metrics-server\r\n image:\ \ k8s.gcr.io/metrics-server/metrics-server:v0.6.1\r\n args:\r\n - --cert-dir=/tmp\r\ \n - --secure-port=4443\r\n - --kubelet-insecure-tls # add this\ \ line\r\n - --kubelet-preferred-address-types=InternalIP,ExternalIP,Hostname" learning_in_public_links: - https://x.com/emmuzoo/status/1870803424154951934 - https://x.com/emmuzoo/status/1870803294236676534 - https://x.com/emmuzoo/status/1870803199575359994 - https://x.com/emmuzoo/status/1870803093719547906 - https://mastodon.social/@emmuzoo/113696402902742095 - https://mastodon.social/@emmuzoo/113696401737195186 - https://mastodon.social/@emmuzoo/113696400433058579 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 26 questions_score: 19 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://mastodon.social/@emmuzoo/113980604579740398 - https://mastodon.social/@emmuzoo/113980605738287170 - https://mastodon.social/@emmuzoo/113980606381200646 - https://mastodon.social/@emmuzoo/113980606852360345 - https://mastodon.social/@emmuzoo/113980607463351361 - https://mastodon.social/@emmuzoo/113980608150526086 - https://mastodon.social/@emmuzoo/113980608796991402 - homework: Article homework_slug: article total_score: 27 questions_score: 20 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/ml-zoomcamp/blob/main/article/articule.md learning_in_public_links: - https://mastodon.social/@emmuzoo/113977272907021871 - https://mastodon.social/@emmuzoo/113977275383217351 - https://mastodon.social/@emmuzoo/113977277753837116 - https://mastodon.social/@emmuzoo/113977280015983308 - https://mastodon.social/@emmuzoo/113977281726567124 - https://mastodon.social/@emmuzoo/113977282616228946 - https://mastodon.social/@emmuzoo/113977283694634087 projects: - project: Midterm Project project_slug: midterm total_score: 44 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/3d150n-marc3l0/ml-zoomcamp-midterm-lol faq_contribution: When building the docker image with Flask I had to specify the port=5000 parameter in the run method otherwise the predict method of my Flask application cannot be accessed. learning_in_public_links: - https://x.com/emmuzoo/status/1861181115014226092 - https://x.com/emmuzoo/status/1861179777446555981 - https://x.com/emmuzoo/status/1861179833662775587 - https://x.com/emmuzoo/status/1861179904991047913 - https://x.com/emmuzoo/status/1861179953556914300 - https://x.com/emmuzoo/status/1861180109262139879 - https://x.com/emmuzoo/status/1861180155768541532 - https://mastodon.social/@emmuzoo/113546049158378422 - https://mastodon.social/@emmuzoo/113546051363631012 - https://mastodon.social/@emmuzoo/113546052887091671 - https://mastodon.social/@emmuzoo/113546054408284333 - https://mastodon.social/@emmuzoo/113546055857915495 - https://mastodon.social/@emmuzoo/113546056908636040 - https://mastodon.social/@emmuzoo/113546059492480574 - project: Capstone 2 project_slug: capstone2 total_score: 45 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/3d150n-marc3l0/ml-zoomcamp-capstone-air-quality faq_contribution: When creating the docker image it is better to concatenate the commands of the "RUN" part to avoid having very large images. learning_in_public_links: - https://x.com/emmuzoo/status/1886494331911201075 - https://x.com/emmuzoo/status/1886494468309995638 - https://x.com/emmuzoo/status/1886494562883133543 - https://x.com/emmuzoo/status/1886494711462158772 - https://x.com/emmuzoo/status/1886494764025176188 - https://x.com/emmuzoo/status/1886494820774052309 - https://x.com/emmuzoo/status/1886494891880145038 - https://mastodon.social/@emmuzoo/113941580928459315 - https://mastodon.social/@emmuzoo/113941581607096760 - https://mastodon.social/@emmuzoo/113941582269170953 - https://mastodon.social/@emmuzoo/113941582824214973 - https://mastodon.social/@emmuzoo/113941583327607549 - https://mastodon.social/@emmuzoo/113941583925159132 - https://mastodon.social/@emmuzoo/113941584665967045 - position: 7 display_name: Aaron total_score: 225 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/aaronGeb/ml-zoomcamp/blob/main/notebook/home_work.ipynb learning_in_public_links: - https://medium.com/@aarongebremariam.94/model-selection-in-machine-learning-choosing-the-right-model-ce4ea4522869 - https://x.com/Aaron_Gebr/status/1838341667767935250 - https://www.reddit.com/r/dataengineeringjobs/comments/1fson7w/model_selection_in_machine_learningchoosing_the/ - https://news.ycombinator.com/item?id=41694108 - https://mylog.hashnode.dev/model-selection-in-machine-learning-choosing-the-right-model - https://mylog.hashnode.dev/mastering-machine-learning-with-crisp-dm-the-proven-methodology - https://x.com/Aaron_Gebr/status/1840647063802896626 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aaronGeb/ml-zoomcamp/blob/main/notebook/homw_2_work.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728329429327319?thread_ts=1728319976.182739&cid=C0288NJ5XSA learning_in_public_links: - https://x.com/Aaron_Gebr/status/1843265937631506731 - https://medium.com/@aarongebremariam.94/regularization-in-machine-learning-a-guide-to-prevent-overfitting-cfda6736712e - https://www.reddit.com/r/MachineLearning/comments/1fy6f26/regularization_in_machine_learning_a_guide_to/ - https://mylog.hashnode.dev/regularization-in-machine-learning-a-guide-to-prevent-overfitting - https://news.ycombinator.com/item?id=41769895 - https://www.reddit.com/r/Python/comments/1fygvpk/data_talks_machine_learning/ - https://www.linkedin.com/feed/update/urn:li:activity:7249147029564669952/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aaronGeb/ml-zoomcamp/blob/main/classfication/home_3_work.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1729082697412469?thread_ts=1729001073.028319&cid=C0288NJ5XSA learning_in_public_links: - https://www.reddit.com/r/MachineLearning/comments/1g4vzxk/logistic_regression_a_gentle_introduction_for/ - https://mylog.hashnode.dev/logistic-regression-a-gentle-introduction-for-machine-learning-beginners - https://news.ycombinator.com/item?id=41857444 - https://x.com/Aaron_Gebr/status/1846496744772665582 - https://www.reddit.com/r/MachineLearning/comments/1g4yol5/datatalksclub_ml_zoomcamp/ - https://www.linkedin.com/feed/update/urn:li:activity:7252304621874937857/ - https://x.com/Aaron_Gebr/status/1846543622960799918 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aaronGeb/ml-zoomcamp/blob/main/evaluation_metrics_classification/home_4_work.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1729525046332279?thread_ts=1729524852.496709&cid=C0288NJ5XSA learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7254137952128172032/ - https://www.reddit.com/r/MachineLearning/comments/1g9ec9b/datatalksclub_machine_learning_zoomcamp/ - 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Can I take the course?\r\n\r\nMath is not\ \ strictly a prerequisite to start learning machine learning (ML), but having\ \ a strong foundation in certain mathematical concepts can significantly improve\ \ your understanding and ability to work with ML models." learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-datascience-python-activity-7246055432258043904-qg_8?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1841472096351768722 - https://x.com/AbdiqaniMo78182/status/1841472815616217131 - https://www.linkedin.com/posts/abdiaziz-mohamed_github-datatalksclubmachine-learning-zoomcamp-activity-7247241740384915456-BOzY?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1841476609766728080 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 11 questions_score: 4 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/Qaladid/machine-learning-course/tree/main/02-regression/homework faq_contribution: "Question 4: what is `r`, is it the same as `alpha` in sklearn.Ridge()?\r\ \nIn the context of regression, particularly with regularization:\r\nr typically\ \ represents the regularization parameter in some algorithms. It controls the\ \ strength of the penalty applied to the coefficients of the regression model\ \ to prevent overfitting. \r\n In sklearn.Ridge(), the parameter alpha serves\ \ the same purpose as r. It specifies the amount of regularization applied to\ \ the model. A higher value of alpha increases the amount of regularization,\ \ which can reduce model complexity and improve generalization.\r\n\r\n2.Why\ \ linear regression doesn’t provide a “perfect” fit?\r\nlinear regression often\ \ provides a good approximation of the underlying relationship but rarely achieves\ \ a \"perfect\" fit in real-world applications.\r\n\r\nYou should consider transforming\ \ the target variable to a logarithmic distribution in the following cases:\r\ \n\r\nSkewed Target Distribution: If the target variable has a highly skewed\ \ distribution (e.g., most values are low, but a few are extremely high), applying\ \ a logarithmic transformation can normalize the data, making it more symmetric\ \ and easier for the model to capture patterns.\r\n\r\nHeteroscedasticity: When\ \ the variance of the target variable increases as the feature values increase\ \ (heteroscedasticity), applying the logarithm can stabilize the variance, making\ \ it easier for the model to generalize.\r\n\r\nMultiplicative Relationships:\ \ If you suspect that the underlying relationship between the features and the\ \ target is multiplicative rather than additive, taking the log of the target\ \ can linearize the relationship and make it more suitable for linear regression\ \ models." learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_dataengineering-machinelearningzoomcamp-linearregression-activity-7249801838563053569-aFOc?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-machinelearning-datascience-activity-7249549165595181056-rh8b?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-machinelearningzoomcamp-datascience-activity-7249026179637141504-4fWy?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-regression-datascience-activity-7248303760911810560-tJ98?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1844119651355328876 - https://x.com/AbdiqaniMo78182/status/1844119991454773617 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/blob/main/03-classification/homework/Untitled.ipynb faq_contribution: "FutureWarning: Function get_feature_names is deprecated; get_feature_names\ \ is deprecated in 1.0 and will be removed in 1.2\r\n\r\nIn newer versions of\ \ scikit-learn, the method has been replaced by get_feature_names_out()." learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-datascience-ai-activity-7250982567183605760-YXnP?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-machinelearning-datascience-activity-7251319251683209218-vIKU?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-classification-mlzoomcamp-activity-7251657267052265473-0f2y?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_github-datatalksclubmachine-learning-zoomcamp-activity-7251716129595801601-sL7W?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1846099308946272343 - https://x.com/AbdiqaniMo78182/status/1846098666559361076 - https://x.com/AbdiqaniMo78182/status/1846100948743033256 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 10 questions_score: 2 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/tree/main/04-evaluation/homework faq_contribution: "What does KFold do?\r\nKFold is a cross-validation technique\ \ that splits your dataset into k equal parts (folds). It trains the model k\ \ times, each time using a different fold as the validation set while training\ \ on the remaining folds. This process helps provide a more reliable estimate\ \ of a model's performance by ensuring every data point gets to be in both the\ \ training and validation sets. The average score across all folds offers a\ \ robust evaluation, minimizing the risk of overfitting to a specific train-test\ \ split." learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_in-evaluation-module-of-datatalksclub-at-activity-7253174050309480448-A4xj?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-datascience-activity-7254125033273368576-kDMX?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-activity-7254477313348669442-bTjU?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-activity-7254613200233480195-CBUe?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1848360218154893551 - https://x.com/AbdiqaniMo78182/status/1848711753632252048 - https://x.com/AbdiqaniMo78182/status/1849043416673350030 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/tree/main/05-deployment/homework faq_contribution: "1. How to install WSL on Windows 10 and 11 ?\r\nWindows 10:\r\ \nOpen PowerShell as Admin.\r\nRun: wsl --install\r\nRestart your computer.\r\ \nSet up your Linux distribution (e.g., Ubuntu).\r\nWindows 11:\r\nOpen Windows\ \ Terminal as Admin.\r\nRun: wsl --install\r\nRestart if prompted.\r\nSet up\ \ your Linux distribution.\r\nNote: To install a specific distribution, use\ \ wsl --install -d .\r\nFor updates, run: wsl --update.\r\n\ \r\n2. Cannot connect to the docker daemon. Is the Docker daemon running?\r\n\ Ensure Docker Daemon Is Running\r\nOn Windows:\r\nOpen Docker Desktop (admin\ \ rights may be required).\r\nCheck if it’s running, and restart Docker Desktop\ \ if necessary.\r\nOn Linux:\r\nRun sudo systemctl start docker to start the\ \ Docker daemon.\r\nVerify it’s running with sudo systemctl status docker.\r\ \nVerify Docker Group Membership (Linux Only)\r\nCheck if your user is in the\ \ Docker group:\r\ngroups $USER\r\nIf \"docker\" isn’t listed, add yourself\ \ with:\r\nsudo usermod -aG docker $USER\r\nLog out and back in to apply changes.\r\ \nRestart the Docker Service (Linux)\r\nsudo systemctl restart docker\r\nCheck\ \ Docker Socket Permissions (Linux)\r\nRun the following command to confirm\ \ Docker socket permissions:\r\nsudo chmod 666 /var/run/docker.sock\r\nTry Running\ \ Docker with sudo (Linux)\r\nRun sudo docker ps to check if permissions are\ \ causing the issue.\r\nTest Docker Setup\r\nRun a test Docker command to verify\ \ connection:\r\ndocker run hello-world" learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_machineleaninzoomcamp-activity-7256591189942935554-VsGv?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-deployment-docker-activity-7257086439333523456-CyK4?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_thrilled-to-share-my-progress-in-the-machine-activity-7257307908143517696-XUqV?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1851320202392207664 - https://x.com/AbdiqaniMo78182/status/1851644336888254879 - https://x.com/AbdiqaniMo78182/status/1851644480996180101 - https://x.com/AbdiqaniMo78182/status/1851644581395268089 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/tree/main/06-trees/homework faq_contribution: "6. Decision Trees and Ensemble Learning\r\nQ: Why do I get\ \ the error TypeError: Expecting a sequence of strings for feature names, got:\ \ when using xgb.DMatrix?\r\nA: This error occurs because\ \ recent versions of xgb.DMatrix expect the feature_names parameter to be a\ \ list of strings rather than a NumPy array. If you’re following older tutorial\ \ videos, they may use feature_names=dv.get_feature_names_out() directly, which\ \ now results in this error.\r\nSolution: To resolve this, convert dv.get_feature_names_out()\ \ to a list using .tolist(). Here’s an updated example:\r\n# Convert feature\ \ names to a list\r\nfeature_names = dv.get_feature_names_out().tolist()\r\n\ # Create DMatrix objects with the corrected feature names\r\ndfulltrain = xgb.DMatrix(X_full_train,\ \ \r\n label=y_full_train, \r\n \ \ feature_names=feature_names)\r\ndtest = xgb.DMatrix(X_test, \r\n \ \ feature_names=feature_names)\r\nExplanation: The dv.get_feature_names_out()\ \ method returns a NumPy array, but xgb.DMatrix now expects feature_names to\ \ be a list of strings. Using .tolist() converts the array to a compatible format,\ \ allowing the code to run without errors." learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-datascience-decisiontrees-activity-7257491692243587072-RGWi?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-datascience-decisiontrees-activity-7258816329397256192-i78e?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-datascience-regressionmodel-activity-7259941489361776640-CGVo?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1854177593924124874 - https://x.com/AbdiqaniMo78182/status/1854177741777543645 - https://x.com/AbdiqaniMo78182/status/1854177859301933382 - https://x.com/AbdiqaniMo78182/status/1854178034972086492 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/tree/main/08-deep-learning/hoemwork/hair-classification-project faq_contribution: "Error with Tensorflow importing using saturn Cloud preconfigured\ \ template:\r\nTypeError: Unable to convert function return value to a Python\ \ type! The signature was \t() -> handle.\r\nSuccessful Dependency Reinstallation:\r\ \nJust try uninstalling and re-installing tensorflow you got from saturnCloud\ \ twice or thrice.\r\nWhen you uninstalled and reinstalled TensorFlow, it might\ \ have resolved underlying issues with dependencies. TensorFlow relies on several\ \ libraries (e.g., protobuf, numpy, grpcio) that can sometimes cause conflicts.\ \ By reinstalling, you ensured that all dependencies were reinstalled and aligned\ \ with the correct version, allowing TensorFlow to work as expected.\r\nLate\ \ Recognition of the Change:\r\nIn some cases, it might take a moment for the\ \ system to recognize the changes in the Python environment after installing\ \ packages. It could be that the environment was still \"stuck\" in an old state\ \ before, and after several installation attempts, the correct state was finally\ \ loaded, especially after restarting the Jupyter kernel.\r\n\t\t\t\t\t\t\t\t\ \t Added by Abdiaziz Qaladid" learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_deeplearning-neuralnetworks-machinelearningzoomcamp-activity-7269469160118571008-SblD?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_deeplearning-cnn-machinelearning-activity-7270211451150053376-07bM?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1864045463902589334 - https://x.com/AbdiqaniMo78182/status/1864045667082969471 - https://x.com/AbdiqaniMo78182/status/1864446279536804140 - https://x.com/AbdiqaniMo78182/status/1864446879724900813 - https://x.com/AbdiqaniMo78182/status/1864447153122271300 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/blob/main/homework_serverless.ipynb faq_contribution: "Q: How can I deploy a machine learning model using AWS Lambda\ \ and API Gateway?\r\nTo deploy a machine learning model using AWS Lambda and\ \ API Gateway, follow these steps:\r\nPrepare the Code for Lambda: Start by\ \ developing and testing your machine learning model (e.g., using TensorFlow\ \ Lite) locally. Ensure the model is optimized for serverless execution.\r\n\ Use AWS Lambda: AWS Lambda is a serverless compute service that allows you to\ \ run code without provisioning or managing servers. You can upload your code,\ \ which may include the model, dependencies, and necessary libraries.\r\nPrepare\ \ a Docker Image (Optional): If your model requires custom dependencies or environments,\ \ you can package your application in a Docker image, upload it to Amazon Elastic\ \ Container Registry (ECR), and then link it to AWS Lambda.\r\nCreate the Lambda\ \ Function: After preparing your code or Docker image, create a Lambda function\ \ that will process the requests and return results.\r\nExpose the Lambda Function\ \ using API Gateway: Set up an API Gateway to expose the Lambda function as\ \ a RESTful endpoint. This allows you to interact with your model via HTTP requests.\r\ \nBy following these steps, you can deploy and expose your machine learning\ \ model in a scalable and efficient serverless architecture using AWS Lambda\ \ and API Gateway.\r\n - Added by Abdiaziz Qaladid" learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_serverless-deep-learning-the-future-of-activity-7271988237680693248-fBFO?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1866226981584662976 - https://x.com/AbdiqaniMo78182/status/1867579084441628992 - https://x.com/AbdiqaniMo78182/status/1867579237357756713 - https://x.com/AbdiqaniMo78182/status/1867579342240575692 - https://x.com/AbdiqaniMo78182/status/1867579472679149941 - https://x.com/AbdiqaniMo78182/status/1867579622730428622 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Qaladid/machine-learning-course/tree/main/10-kubernetes/homework faq_contribution: "I'm trying to deploy my machine learning model using Kubernetes,\ \ but I'm getting an error stating that my Pods are not starting. What could\ \ be the problem?\r\nSolution:\r\nThis issue can be caused by several factors:\r\ \nResource Allocation: Ensure that your Pods have enough CPU and memory resources\ \ allocated. If resources are too low, the Kubernetes scheduler might fail to\ \ schedule your Pods.\r\nImage Issues: Verify that the Docker image specified\ \ for your Pod is correctly built and accessible. If the image cannot be pulled\ \ from the repository, the Pod won’t start.\r\n\t\t\t\t\t\t\t\t\t\tAdded by\ \ Abdiaziz Qaladid" learning_in_public_links: - https://x.com/AbdiqaniMo78182/status/1871274256405053511 - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-machinelearning-kubernetes-activity-7277039208072904704-OAiY?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1871274445651976563 - https://x.com/AbdiqaniMo78182/status/1871274752683458707 - https://x.com/AbdiqaniMo78182/status/1871274864495247404 - https://x.com/AbdiqaniMo78182/status/1871275022326878544 - https://x.com/AbdiqaniMo78182/status/1871275607876911379 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_kaggle-datascience-machinelearning-activity-7294663815030272000-BCV-?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1888898585485336758 - https://x.com/AbdiqaniMo78182/status/1888901851745058927 - https://x.com/AbdiqaniMo78182/status/1888902003201368186 - https://x.com/AbdiqaniMo78182/status/1888902257338388861 - https://x.com/AbdiqaniMo78182/status/1888902361151623308 - https://x.com/AbdiqaniMo78182/status/1888902443464786415 projects: - project: Midterm Project project_slug: midterm total_score: 44 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 5 project_faq_score: 1 passed: true github_link: https://github.com/Qaladid/mid-term-ML-project faq_contribution: "Q: ValueError: Path not found or generated: WindowsPath('C:/Users/username/.virtualenvs/envname/Scripts')\r\ \nAfter entering `pipenv shell` don’t forget to use `exit` before `pipenv --rm`,\ \ as it may cause errors when trying to install packages, it is unclear whether\ \ you are “in the shell”(using Windows) at the moment as there are no clear\ \ markers for it." learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-datascience-machinelearning-activity-7262172268649213953-fjCb?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-datascience-healthcareanalytics-activity-7263652985459658754-ixUh?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-healthcareai-precisionandrecall-activity-7264635512227856384-Zo0H?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-activity-7266870329153650688-yUY1?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1861170816773165517 - https://x.com/AbdiqaniMo78182/status/1861170956154159141 - https://x.com/AbdiqaniMo78182/status/1861171106582851890 - https://x.com/AbdiqaniMo78182/status/1861171457960649133 - https://x.com/AbdiqaniMo78182/status/1861172014012060051 - https://x.com/AbdiqaniMo78182/status/1861821802034401352 - https://x.com/AbdiqaniMo78182/status/1861822065591861415 - https://x.com/AbdiqaniMo78182/status/1861822544543690901 - https://x.com/AbdiqaniMo78182/status/1861823549536612817 - https://x.com/AbdiqaniMo78182/status/1861824105273561290 - project: Capstone 1 project_slug: capstone1 total_score: 45 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/Qaladid/capstone-ml-project faq_contribution: "Q: What versions of TensorFlow and NumPy should I use to ensure\ \ compatibility in Saturn Cloud notebooks?\r\nA: To avoid compatibility issues\ \ when using TensorFlow in Saturn Cloud notebooks, we recommend the following\ \ versions:\r\nbash\r\nCopy code\r\n!pip install numpy==1.24 tensorflow==2.10.0\ \ These versions are tested and work seamlessly in the Saturn Cloud environment.\ \ Once installed, you should be able to develop and run your machine learning\ \ workflows without any issues.\r\n\t\t\t\t\t\t\t\t\t\tAdded by Abdiaziz Qaladid" learning_in_public_links: - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearningzoomcamp-machinelearning-kubernetes-activity-7277039208072904704-OAiY?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-ai-datascience-activity-7279627078218452992-pKpy?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_machinelearning-neuralnetworks-healthcare-activity-7280337798425964544-rWYQ?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_ai-deeplearning-machinelearning-activity-7281103645352284160-FVUj?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/abdiaziz-mohamed_ai-machinelearning-healthcare-activity-7285004665992175616-fbIA?utm_source=share&utm_medium=member_desktop - https://x.com/AbdiqaniMo78182/status/1874830155329466748 - https://x.com/AbdiqaniMo78182/status/1874830347336323533 - https://x.com/AbdiqaniMo78182/status/1874830460339278195 - https://x.com/AbdiqaniMo78182/status/1874831084934103512 - https://x.com/AbdiqaniMo78182/status/1871275607876911379 - https://x.com/AbdiqaniMo78182/status/1879241371959308372 - https://x.com/AbdiqaniMo78182/status/1879241467396591938 - https://x.com/AbdiqaniMo78182/status/1879241607976976693 - https://x.com/AbdiqaniMo78182/status/1879241732711452793 - position: 10 display_name: Brava Man total_score: 213 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/1-Intro/homework1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-ai-activity-7245900790697967616-GX7p?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-ai-activity-7245905159770226689-cnsf?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_datascience-machinelearning-crispdm-activity-7246280448643928064-S4ED?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-llm-activity-7246475895375294464-V6GD?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1840140978495336576?s=46 - https://x.com/wonderfulexpl/status/1840140414978011481?s=46 - https://x.com/wonderfulexpl/status/1840819767281615319?s=46 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/2-Linear_Regression/homework2/pc_price_prediction.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-python-activity-7249861546019844096-oxJn?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-python-activity-7249859263563460610-CU5N?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machine-learning-simplified-activity-7248074712805703680-CWfT?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1844111415470375332?s=46 - https://x.com/wonderfulexpl/status/1844111593266934212?s=46 - https://x.com/wonderfulexpl/status/1844111687659753775?s=46 - https://x.com/wonderfulexpl/status/1844112533847933112?s=46 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/3-Classification/homework3/bankfull.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-logisticregression-activity-7251353889076080641-EiVh?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1845590036143907094?s=46 - https://x.com/wonderfulexpl/status/1845590127575245173?s=46 - https://x.com/wonderfulexpl/status/1845590204884632028?s=46 - https://x.com/wonderfulexpl/status/1845590271452479850?s=46 - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-churnprediction-activity-7250288665417904128-g4fE?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-logisticregression-activity-7251711542331674624-X4RO?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/4-evaluating_metrics_4_classification/homework-4/evalution%20for%20classification.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-classification-activity-7252820188536913920-ePv4?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_week-4-update-datatalksclub-machine-activity-7253521343172825088-OKT_?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-roc-auc-activity-7253521917352071168-SMkV?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-crossvalidation-datascience-activity-7254632785422819328-clPA?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1848868374664945709?s=46 - https://x.com/wonderfulexpl/status/1848869070533497134?s=46 - https://x.com/wonderfulexpl/status/1848869558691721689?s=46 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/tree/main/05-Deployment/homework-5 learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-mldeployment-activity-7255007865457815552-lLIi?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-deployment-activity-7255717986324369409-_bpg?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-pipenv-activity-7256055631923572738-QSsA?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-modeldeployment-activity-7257736880903852032-LPeT?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1851972830801408368?s=46 - https://x.com/wonderfulexpl/status/1851972969251086741?s=46 - https://x.com/wonderfulexpl/status/1851973053212672466?s=46 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/06-Trees/homework-6/student_performance.ipynb faq_contribution: "Question\r\nMultiple retrieval approaches are evaluated, and\ \ the best one is used (2 points) I am trying to evaluate a project. The person\ \ use only minsearch for evaluated but did boosting and got boostin parameter\ \ posted. Do they get one mark?\r\nAnswer\r\n\r\nHere you go:\r\nThe evaluation\ \ criteria state that to receive 2 points, multiple RAG approaches must be evaluated,\ \ and the best one must be used. Since the individual in question is using only\ \ minsearch for evaluation, despite applying boosting, this would not qualify\ \ as evaluating multiple RAG approaches.\r\nTherefore, they would receive only\ \ 1 point for utilizing a single RAG approach (minsearch) in their evaluation,\ \ even though they incorporated a boosting parameter. The boosting itself does\ \ not constitute a separate approach; it is simply an enhancement applied to\ \ the single method being used." learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-decisiontrees-activity-7258066028927107072-CpgL?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-decisiontrees-activity-7258408607925383168-VXIK?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-decisiontrees-activity-7258548767744839682-abw7?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-randomforest-activity-7258963270764478466-YJGK?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-randomforest-activity-7258964761634074624-1FNY?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-xgboost-activity-7259340472156905472-pCxv?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-education-activity-7259341227639087104-KwXL?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/08-deep-learning/homework/homework8.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-deeplearning-datascience-activity-7264769919781593088-GuEH?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-deeplearning-neuralnetworks-activity-7269113075146842112-v-fB?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-deeplearning-cnns-activity-7269114231864676352-JhLI?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1863350266357047648?s=46 - https://x.com/wonderfulexpl/status/1863350346958934466?s=46 - https://x.com/wonderfulexpl/status/1863350405876343208?s=46 - https://x.com/wonderfulexpl/status/1863351072066031945?s=46 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 10 questions_score: 5 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/09-serverless/homework/homework-9.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-serverless-activity-7271068357066473472-nWCa?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-serverless-activity-7272024614032007168-nVS_?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-deeplearning-tensorflowlite-activity-7274535232601518080-IMBu?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-serverless-awslambda-activity-7274536659667271681-uWCK?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-serverless-awslambda-activity-7274559054260101120-DM9B?utm_source=share&utm_medium=member_desktop - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Wali-Mohamed/machine-learning-zoomcamp/blob/main/10-kubernetes/homework/homework-10.ipynb learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-tensorflowserving-modeldeployment-activity-7275106841678819328-itKx?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-tensorflowserving-docker-activity-7275657093880188928-nWIG?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-flask-tensorflowserving-activity-7275659165333610496-JF_k?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-kubernetes-kubectl-activity-7276027721640546304-yMUg?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1870263725518672217?s=46 - https://x.com/wonderfulexpl/status/1870264051160240620?s=46 - https://x.com/wonderfulexpl/status/1870263478562242784?s=46 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 16 questions_score: 16 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 45 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/Wali-Mohamed/DepressionRiskPredictor learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7259533036680097796-dicc?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7259906574112980992-_H8S?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7260256438789312512-0lNA?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_exploring-mental-health-data-activity-7261154488504184834-zlAx?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7261156491099783168-yIjy?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7261521406692147201-v5Em?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7262256240850780160-Qw-M?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7262529230570229762-_U2X?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7264316888753520640-FGy2?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7264317764201287680-UljK?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datapreparation-activity-7264613990624849920-msci?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7264675853345689600-2rPr?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-datatalksclub-activity-7265030519522840577-KICt?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-xgboost-activity-7266598569208430592-esbb?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 40 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 12 peer_review_learning_in_public_score: 5 project_faq_score: 0 passed: true github_link: https://github.com/Wali-Mohamed/used_car_price_prediction learning_in_public_links: - https://www.linkedin.com/posts/wali-mohamed_auto-trader-uk-new-and-used-cars-for-sale-activity-7280657873976668160-QAtu?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-featureengineering-activity-7282503472959172608-8ccD?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-featureengineering-activity-7282509681523060748-zfV-?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_datatalks-machine-learning-final-capstone-activity-7282862210316394496-VXCd?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_datatalksclub-machinelearning-activity-7282862663213154304-lwlY?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/wali-mohamed_datatalks-capstone-project-used-car-price-activity-7284717754530578432-ETFE?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1879092672079839413?s=46 - https://x.com/wonderfulexpl/status/1879093100813168735?s=46 - https://x.com/wonderfulexpl/status/1879093361971519614?s=46 - https://www.linkedin.com/posts/wali-mohamed_machinelearning-datascience-usedcarprediction-activity-7285010442786074624-YZX1?utm_source=share&utm_medium=member_desktop - https://x.com/wonderfulexpl/status/1879272355941532066?s=46 - https://x.com/wonderfulexpl/status/1879273091458850816?s=46 - position: 11 display_name: Maximilien Eyengue total_score: 200 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/01_intro/notebooks/homework_session_01.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1726784423634889?thread_ts=1726505016.801679&cid=C0288NJ5XSA learning_in_public_links: - https://www.linkedin.com/posts/maxim-eyengue_github-datatalksclubmachine-learning-zoomcamp-activity-7242650625027506177-bYp-?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 10 questions_score: 6 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/02_regression/notebooks/homework_session_02.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1727874607904389?thread_ts=1727874113.391559&cid=C0288NJ5XSA learning_in_public_links: - https://www.linkedin.com/posts/maxim-eyengue_%F0%9D%97%AA%F0%9D%97%B2%F0%9D%97%B2%F0%9D%97%B8-%F0%9D%9F%AE-%F0%9D%97%BC%F0%9D%97%B3-%F0%9D%97%A0%F0%9D%97%AE%F0%9D%97%B0%F0%9D%97%B5%F0%9D%97%B6%F0%9D%97%BB%F0%9D%97%B2-%F0%9D%97%9F%F0%9D%97%B2%F0%9D%97%AE-activity-7246243264893267970-HVFJ?utm_source=share&utm_medium=member_desktop - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/02_regression/Summary_Session_02.md - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/02_regression/notebooks/linear_regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 9 questions_score: 5 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/03_classification/notebooks/homework_session_03.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1729066305850889?thread_ts=1729041429.149099&cid=C0288NJ5XSA learning_in_public_links: - https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202403classification-activity-7252059287881949186-IbDz?utm_source=share&utm_medium=member_desktop - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/03_classification/Summary_Session_03.md - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/03_classification/notebooks/logistic_regression.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 12 questions_score: 6 faq_score: 1 learning_in_public_score: 5 homework_link: https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/04_evaluation/notebooks/homework_session_04.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1729490046980669?thread_ts=1729489474.593139&cid=C0288NJ5XSA learning_in_public_links: - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/04_evaluation/Summary_Session_04.md - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/04_evaluation/notebooks/evaluation_metrics.ipynb - https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202404evaluation-activity-7253829730561331201-kRxf?utm_source=share&utm_medium=member_desktop - https://x.com/maximc35/status/1847892838324772996?t=nzajeq_UOKwlF1yvmCMdzA&s=08 - https://x.com/maximc35/status/1848383233513193845?t=DOlX18JuHk9fzXgrS_WpmQ&s=08 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/Python-Codes/tree/main/ML_Zoomcamp_2024/05_deployment/code/homework faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1730068407917289 learning_in_public_links: - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/05_deployment/Summary_Session_05.md - https://github.com/maxim-eyengue/Python-Codes/tree/main/ML_Zoomcamp_2024/05_deployment/code/zoomcamp - https://www.linkedin.com/posts/maxim-eyengue_python-codesmlzoomcamp202405deployment-activity-7257521883271544834-d3PW?utm_source=share&utm_medium=member_desktop - https://x.com/maximc35/status/1851504408850219365?t=AQJoO9B7L1QnSniD_H_V8w&s=08 - https://x.com/maximc35/status/1850200845096231073?t=n-NREfEsniQlConVl99bqw&s=08 - https://x.com/maximc35/status/1849378360205455581?t=NyEbcITYeDDMb0DKoZNESw&s=08 - https://x.com/maximc35/status/1849377474687193373?t=uA9ELiJLMrQC1y-r_0QpKA&s=08 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/06_trees/notebooks/homework_session_06.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1730669227605859?thread_ts=1730657844.693539&cid=C0288NJ5XSA learning_in_public_links: - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/06_trees/Summary_Session_06.md - https://github.com/maxim-eyengue/Python-Codes/blob/main/ML_Zoomcamp_2024/06_trees/notebooks/trees_algorithms.ipynb - 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https://www.linkedin.com/posts/chasseur2valeurs_mlzoomcamp-datascience-machinelearning-activity-7258128187971239937-zHx1?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/yann.phamvan/posts/pfbid0QXpE9hPvsmaEKArw6PrMX2BWFCR2FphYoKfZ69uyELf85Fw9XVfskhjXJRJqMLyil - https://www.linkedin.com/feed/update/urn:li:activity:7258128187971239937?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7258128187971239937%2C7258130419089309696%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287258130419089309696%2Curn%3Ali%3Aactivity%3A7258128187971239937%29 - https://x.com/ChasseurValeurs/status/1852366000005533881 - https://discord.com/channels/632142816205602816/1284829316236050462/1301925930154852462 - https://www.facebook.com/chasseur2valeurs/posts/1014623540464011 - https://www.linkedin.com/posts/chasseur2valeurs_mlzoomcamp-datascience-machinelearning-activity-7258535169207283713-6GY1?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 6 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/Bruce2Cluny191/MachineLearningZoomcamp/blob/main/08-deep-learning-homework.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1733309762592079?thread_ts=1733308484.337369&cid=C0288NJ5XSA learning_in_public_links: - 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https://www.linkedin.com/posts/chasseur2valeurs_mlzoomcamp-machinelearning-datascience-activity-7278093852379426816-ePQr?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/feed/update/urn:li:activity:7278093852379426816?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7278093852379426816%2C7278095216148975616%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287278095216148975616%2Curn%3Ali%3Aactivity%3A7278093852379426816%29 - https://www.linkedin.com/posts/chasseur2valeurs_mlzoomcamp-activity-7279891860033007618-gJRt?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/feed/update/urn:li:activity:7279891860033007618?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7279891860033007618%2C7279892831312216064%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287279892831312216064%2Curn%3Ali%3Aactivity%3A7279891860033007618%29 - https://www.linkedin.com/posts/chasseur2valeurs_mlzoomcamp-activity-7281229122192781312-Dn9n?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/chasseur2valeurs_mlzoomcamp-mlzoomcamp-activity-7282404266948890624-KyLH?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/yann.phamvan/posts/10162462992293748 - https://x.com/ChasseurValeurs/status/1876641162213417130 - https://www.linkedin.com/posts/chasseur2valeurs_industrial-equipment-failure-predictionnotebookipynb-activity-7283188409496399874-gmfW?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/yann.phamvan/posts/10162466730478748 - https://www.linkedin.com/posts/chasseur2valeurs_industrial-equipment-failure-predictiontrainpy-activity-7283534210428989440-DW1W?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/yann.phamvan/posts/10162469711458748 - https://www.linkedin.com/posts/chasseur2valeurs_github-bruce2cluny191industrial-equipment-failure-prediction-activity-7283939135105470465-TR1n?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/chasseur2valeurs_github-bruce2cluny191industrial-equipment-failure-prediction-activity-7284544254369005568-y2j8?utm_source=share&utm_medium=member_desktop - position: 13 display_name: FARNOOD total_score: 179 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/main/S01.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1840861535331369336 - https://x.com/AHAD27952483/status/1840861593162432779 - https://x.com/AHAD27952483/status/1840861623260455090 - https://x.com/AHAD27952483/status/1840861648313110715 - https://x.com/AHAD27952483/status/1840861677761524160 - https://x.com/AHAD27952483/status/1840861703791108588 - https://x.com/AHAD27952483/status/1840861735613317410 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/e15f2f4f00ba71d9bc78f50b7ccf05ae30685f24/S02.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1843402357587227030 - https://x.com/AHAD27952483/status/1843402333348343907 - 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https://x.com/AHAD27952483/status/1848453895183327452 - https://x.com/AHAD27952483/status/1848453869774508416 - https://x.com/AHAD27952483/status/1848453846772928622 - https://x.com/AHAD27952483/status/1848453821187453266 - https://x.com/AHAD27952483/status/1848453794654208250 - https://x.com/AHAD27952483/status/1848453771749138578 - https://x.com/AHAD27952483/status/1848453745912258672 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 11 questions_score: 4 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/789266905be5cdcb7fab00263d0c7de384ad5331/S05.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1851677874690101755 - https://x.com/AHAD27952483/status/1851677848655774111 - https://x.com/AHAD27952483/status/1851677818544898270 - https://x.com/AHAD27952483/status/1851677789667123400 - https://x.com/AHAD27952483/status/1851677765684092952 - https://x.com/AHAD27952483/status/1851677740094660982 - https://x.com/AHAD27952483/status/1851677709006463051 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/63f66ef7b804469f8ac72f174f7024fb4379dc7b/S06.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1853509113910636599 - https://x.com/AHAD27952483/status/1853509088857968734 - https://x.com/AHAD27952483/status/1853509063268847783 - https://x.com/AHAD27952483/status/1853509036773089622 - https://x.com/AHAD27952483/status/1853509008298328129 - https://x.com/AHAD27952483/status/1853508950752383077 - https://x.com/AHAD27952483/status/1853508920658079913 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/bbe74491797e24182b57a216896cb494e72cbe63/S08.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1862614065580818744 - https://x.com/AHAD27952483/status/1862614040830263599 - https://x.com/AHAD27952483/status/1862614013802066127 - https://x.com/AHAD27952483/status/1862613983791902745 - https://x.com/AHAD27952483/status/1862613948404580478 - https://x.com/AHAD27952483/status/1862613913554059529 - https://x.com/AHAD27952483/status/1862613875373306269 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/576d72a9b70c500fd5b4fbb8999c1e332936fb0a/S09.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1866245510077792413 - https://x.com/AHAD27952483/status/1866245482282160155 - https://x.com/AHAD27952483/status/1866245454930817534 - https://x.com/AHAD27952483/status/1866245425520341287 - https://x.com/AHAD27952483/status/1866245391785546210 - https://x.com/AHAD27952483/status/1866245357103132764 - https://x.com/AHAD27952483/status/1866245312706117955 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/ML-2024/blob/9b9463103850f3cf52a98e45cbe2bb147bddf13f/10 learning_in_public_links: - https://x.com/AHAD27952483/status/1869950757241270711 - https://x.com/AHAD27952483/status/1869950732264452292 - https://x.com/AHAD27952483/status/1869950706804801713 - https://x.com/AHAD27952483/status/1869950636445384789 - https://x.com/AHAD27952483/status/1869950610453475751 - https://x.com/AHAD27952483/status/1869950539913396357 - https://x.com/AHAD27952483/status/1869950516236530167 projects: - project: Midterm Project project_slug: midterm total_score: 34 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AFARNOOD/BikeML-API learning_in_public_links: - https://x.com/AHAD27952483/status/1861069061657948454 - https://x.com/AHAD27952483/status/1861069040069845447 - https://x.com/AHAD27952483/status/1861069020327288964 - https://x.com/AHAD27952483/status/1861069000735592765 - https://x.com/AHAD27952483/status/1861068981186027613 - https://x.com/AHAD27952483/status/1861068961799897507 - https://x.com/AHAD27952483/status/1861068940178317526 - https://x.com/AHAD27952483/status/1860795884893540622 - https://x.com/AHAD27952483/status/1860795813422661833 - https://x.com/AHAD27952483/status/1860795777208955331 - https://x.com/AHAD27952483/status/1860795736490704967 - https://x.com/AHAD27952483/status/1860795706010681471 - https://x.com/AHAD27952483/status/1860795677049065691 - https://x.com/AHAD27952483/status/1860795637018612058 - project: Capstone 2 project_slug: capstone2 total_score: 35 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AFARNOOD/Dynamic-Pricing-ML learning_in_public_links: - https://x.com/AHAD27952483/status/1882946703101468983 - https://x.com/AHAD27952483/status/1882946679793750053 - https://x.com/AHAD27952483/status/1882946655928148350 - https://x.com/AHAD27952483/status/1882946634713305326 - https://x.com/AHAD27952483/status/1882946618879865069 - https://x.com/AHAD27952483/status/1882946579197538364 - https://x.com/AHAD27952483/status/1882946565922566429 - https://x.com/AHAD27952483/status/1882946546096116053 - https://x.com/AHAD27952483/status/1882946516110962724 - https://x.com/AHAD27952483/status/1882946495047246119 - https://x.com/AHAD27952483/status/1882946477015892084 - https://x.com/AHAD27952483/status/1882946459533967605 - https://x.com/AHAD27952483/status/1882946438621188226 - https://x.com/AHAD27952483/status/1882946398536290621 - position: 14 display_name: MarDom total_score: 178 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/MarDom15/Zoomcamp faq_contribution: "I am delighted to share that I have taken the initiative to\ \ write articles on the topics I learned during my ML Engineer training with\ \ Data Zoomcamp. These articles cover various aspects of machine learning, including\ \ personal projects and case studies that illustrate how I applied the concepts\ \ from the course in real-world contexts.\r\nThese articles aim to share my\ \ knowledge with other enthusiasts in the field and to contribute to the community\ \ by providing accessible educational resources." learning_in_public_links: - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593721?public=https://martialdomche.jimdofree.com/machine-learning/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 4 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/MarDom15/Zoomcamp/blob/main/Homework_2.ipynb faq_contribution: "1. What is regression in machine learning?\r\nAnswer: Regression\ \ is a statistical technique used to predict continuous outcomes based on input\ \ variables. It establishes the relationship between dependent (target) and\ \ independent (feature) variables, allowing for forecasting and trend analysis.\r\ \n\r\n2. What is linear regression?\r\nAnswer: Linear regression is a type of\ \ regression analysis that models the relationship between one or more independent\ \ variables and a continuous dependent variable by fitting a linear equation\ \ to the observed data. The goal is to minimize the differences between observed\ \ and predicted values.\r\n\r\n3. What are the key assumptions of linear regression?\r\ \nAnswer: The main assumptions include:\r\n\r\nLinearity: The relationship between\ \ independent and dependent variables is linear.\r\nIndependence: Observations\ \ are independent of each other.\r\nHomoscedasticity: Constant variance of errors.\r\ \nNormality: The residuals (errors) of the model are normally distributed.\r\ \n4. How do I prepare data for linear regression?\r\nAnswer: Data preparation\ \ involves:\r\n\r\nCleaning the dataset (handling missing values and duplicates).\r\ \nPerforming exploratory data analysis (EDA) to understand relationships and\ \ distributions.\r\nNormalizing or standardizing features, encoding categorical\ \ variables, and possibly creating new features through feature engineering.\r\ \n5. What is RMSE, and why is it important?\r\nAnswer: Root Mean Squared Error\ \ (RMSE) is a metric that measures the average error between observed and predicted\ \ values in a regression model. It provides insight into the model's accuracy;\ \ lower RMSE indicates better model performance.\r\n\r\n6. What is the difference\ \ between Lasso and Ridge regression?\r\nAnswer:\r\n\r\nLasso Regression (L1)\ \ adds a penalty equivalent to the absolute value of the coefficients, which\ \ can shrink some coefficients to zero, effectively selecting a simpler model.\r\ \nRidge Regression (L2) adds a penalty equal to the square of the coefficients'\ \ magnitude, preventing coefficients from becoming excessively large but typically\ \ retaining all features.\r\n7. What is feature engineering, and why is it important?\r\ \nAnswer: Feature engineering is the process of creating new features or transforming\ \ existing ones to improve model performance. It can enhance the model’s predictive\ \ power by capturing non-linear relationships, reducing noise, and improving\ \ the interpretability of features.\r\n\r\n8. How do I handle missing values\ \ in my dataset?\r\nAnswer: Missing values can be handled in several ways:\r\ \n\r\nRemoval: Discard rows or columns with missing data if they are not critical.\r\ \nImputation: Fill in missing values using techniques such as mean, median,\ \ or mode imputation, or more complex methods like k-nearest neighbors (KNN)\ \ imputation.\r\n9. When should I use regularization in my regression model?\r\ \nAnswer: Regularization should be considered when:\r\n\r\nThe model exhibits\ \ overfitting (high accuracy on training data but low accuracy on validation/test\ \ data).\r\nYou have many features, and you want to avoid having excessively\ \ large coefficients that can lead to instability in predictions.\r\n10. What\ \ are some common pitfalls in regression analysis?\r\nAnswer:\r\n\r\nIgnoring\ \ multicollinearity, which can distort the coefficients.\r\nFailing to check\ \ assumptions of linear regression, leading to biased results.\r\nOverfitting\ \ the model to the training data, resulting in poor generalization to new data.\r\ \n11. How can I visualize the results of my regression model?\r\nAnswer: Visualization\ \ techniques include:\r\n\r\nScatter plots to show the relationship between\ \ predicted and actual values.\r\nResidual plots to check for patterns in errors.\r\ \nHistogram or Q-Q plots of residuals to assess normality.\r\n12. How can I\ \ improve my regression model?\r\nAnswer: Consider the following to enhance\ \ model performance:\r\n\r\nUse advanced regression techniques (e.g., polynomial\ \ regression, ensemble methods).\r\nConduct thorough feature engineering.\r\n\ Apply regularization techniques.\r\nTune hyperparameters using cross-validation\ \ methods." learning_in_public_links: - https://github.com/MarDom15/Zoomcamp/blob/main/READMEH2.md - https://martialdomche.jimdofree.com/machine-learning/?preview_sid=851920 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/MarDom15/Zoomcamp/blob/main/classification_Homework_3.ipynb faq_contribution: "1. What is the purpose of model validation in machine learning?\r\ \nModel validation is essential for assessing how well a predictive model generalizes\ \ to unseen data. It helps identify potential issues such as overfitting or\ \ underfitting, ensuring that the model performs reliably in real-world scenarios.\r\ \n\r\n2. What are common techniques for validating a machine learning model?\r\ \nCommon validation techniques include:\r\n\r\nTrain-Test Split: Dividing the\ \ dataset into separate training and testing sets.\r\nK-Fold Cross-Validation:\ \ Splitting the dataset into K subsets and training the model K times, using\ \ a different subset as the validation set each time.\r\nStratified K-Fold:\ \ A variant of k-fold that maintains the proportion of classes in each fold.\r\ \n3. How do I choose the right validation technique?\r\nThe choice of validation\ \ technique depends on the size and distribution of your dataset. For smaller\ \ datasets, k-fold cross-validation is often preferred, while train-test splits\ \ can suffice for larger datasets.\r\n\r\n4. What performance metrics should\ \ I use to evaluate my model?\r\nThe choice of performance metrics depends on\ \ the problem type:\r\n\r\nClassification: Accuracy, Precision, Recall, F1 Score,\ \ and ROC-AUC are commonly used.\r\nRegression: Metrics like RMSE (Root Mean\ \ Squared Error), MAE (Mean Absolute Error), and R² Score are more appropriate.\r\ \n5. What is hyperparameter tuning, and why is it important?\r\nHyperparameter\ \ tuning involves optimizing the model's parameters that are not learned from\ \ the data during training. It is crucial for improving model performance and\ \ can be achieved using techniques like Grid Search or Random Search in conjunction\ \ with cross-validation.\r\n\r\n6. How can I prevent overfitting during model\ \ training?\r\nTo prevent overfitting, you can:\r\n\r\nUse cross-validation\ \ to ensure the model generalizes well.\r\nApply regularization techniques (e.g.,\ \ Lasso or Ridge regression) to penalize complex models.\r\nUtilize early stopping\ \ to halt training when performance on the validation set begins to decline.\r\ \n7. What should I do if my model performs well on the training data but poorly\ \ on validation data?\r\nIf your model shows high performance on training data\ \ but low performance on validation data, it likely suffers from overfitting.\ \ You can address this by:\r\n\r\nReducing model complexity (e.g., fewer features\ \ or simpler algorithms).\r\nApplying regularization techniques.\r\nGathering\ \ more training data, if possible.\r\n8. How does the choice of random seed\ \ affect model validation?\r\nThe random seed determines how the dataset is\ \ split into training and validation sets. Different seeds can lead to different\ \ model evaluations. It is a good practice to test multiple seeds and analyze\ \ performance variability to ensure stability in model results.\r\n\r\n9. What\ \ are the limitations of model validation techniques?\r\nModel validation techniques\ \ have limitations, such as:\r\n\r\nCross-validation can be computationally\ \ expensive, especially with large datasets.\r\nPerformance metrics may not\ \ capture all aspects of model quality, so it's essential to consider multiple\ \ metrics.\r\nThe data used for validation must be representative of the real-world\ \ scenario to ensure meaningful evaluation." learning_in_public_links: - https://github.com/MarDom15/Zoomcamp/blob/main/READMEH3.md - https://martialdomche.jimdofree.com/machine-learning/?preview_sid=630685 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 3 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/MarDom15/Zoomcamp/blob/main/Homework_4.ipynb faq_contribution: "1. What is accuracy, and why is it important?\r\nAccuracy measures\ \ the proportion of correct predictions made by a model out of the total number\ \ of predictions. While it provides a general sense of how well a model performs,\ \ it can be misleading in situations of class imbalance, like churn prediction,\ \ where most customers may not churn. In such cases, the model could achieve\ \ high accuracy simply by predicting the majority class (non-churn), but this\ \ wouldn’t reflect how well it identifies actual churners.\r\n\r\n2. What are\ \ the limitations of accuracy in churn prediction?\r\nIn churn prediction, there’s\ \ often a class imbalance, meaning that far more customers do not churn than\ \ those who do. As a result, accuracy can give the false impression of strong\ \ model performance. A model might predominantly predict \"non-churn,\" resulting\ \ in a high accuracy score, while failing to correctly predict actual churn\ \ cases. Other metrics such as precision, recall, and the confusion matrix should\ \ be used for a more complete evaluation.\r\n\r\n3. What is the confusion matrix,\ \ and how does it help in evaluating models?\r\nThe confusion matrix summarizes\ \ the performance of a binary classification model by showing the number of\ \ correct and incorrect predictions for each class. It provides four outcomes:\ \ true positives (correct churn predictions), false positives (incorrect churn\ \ predictions), true negatives (correct non-churn predictions), and false negatives\ \ (incorrect non-churn predictions). The matrix helps reveal where the model\ \ makes mistakes and is particularly useful when accuracy alone doesn't give\ \ enough information.\r\n\r\n4. What is precision, and why is it useful?\r\n\ Precision is the proportion of positive predictions that are correct. In the\ \ context of churn prediction, it answers the question: \"Of the customers predicted\ \ to churn, how many actually did?\" Precision is important when the cost of\ \ false positives (wrongly predicting churn) is high, as it helps reduce incorrect\ \ churn predictions.\r\n\r\n5. What is recall, and why is it important?\r\n\ Recall measures the proportion of actual churners that the model correctly identified.\ \ It answers the question: \"Of all the customers who churned, how many were\ \ correctly predicted by the model?\" Recall is crucial when missing churn predictions\ \ (false negatives) has a high cost, as it focuses on capturing all possible\ \ churners.\r\n\r\n6. What is the ROC curve, and how does it evaluate model\ \ performance?\r\nThe ROC (Receiver Operating Characteristic) curve is a graphical\ \ representation of a model's performance across different classification thresholds.\ \ It shows the trade-off between correctly identifying positive cases (true\ \ positives) and incorrectly identifying negative cases (false positives). A\ \ model with good performance will have a curve that moves towards the top-left\ \ corner, indicating a high true positive rate and a low false positive rate.\r\ \n\r\n7. What does AUC (Area Under the Curve) represent?\r\nAUC is a single\ \ metric derived from the ROC curve that measures the overall ability of a model\ \ to distinguish between classes. A higher AUC indicates better model performance,\ \ with 1.0 being a perfect model and 0.5 representing a model that performs\ \ no better than random guessing. In practical terms, a good model will have\ \ an AUC above 0.7.\r\n\r\n8. How does cross-validation help in model evaluation?\r\ \nCross-validation is a technique for assessing a model's performance by dividing\ \ the data into multiple parts, training the model on some parts, and testing\ \ it on the others. This process is repeated several times to ensure that the\ \ model's performance is evaluated more reliably. Cross-validation reduces the\ \ risk of overfitting and provides a more accurate estimate of how the model\ \ will perform on new, unseen data.\r\n\r\n9. What are some additional metrics\ \ or techniques to explore?\r\nF1-score: The F1-score balances precision and\ \ recall, making it a useful metric when both false positives and false negatives\ \ are important, especially in cases of class imbalance.\r\nPrecision-Recall\ \ Curve: This curve shows the relationship between precision and recall across\ \ different thresholds, providing insights into how the model handles imbalanced\ \ datasets.\r\nK-fold Cross-Validation: This technique splits the dataset into\ \ several parts to evaluate the model’s performance in different configurations,\ \ giving a more reliable performance estimate." learning_in_public_links: - https://github.com/MarDom15/Zoomcamp/blob/main/READMEH4.md - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593721?public=https://martialdomche.jimdofree.com/machine-learning/?preview_sid=399272 - https://www.kaggle.com/code/martialdomche/notebookd1fd8c216e/notebook - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/MarDom15/Zoomcamp/blob/main/Homework_Deployement.ipynb learning_in_public_links: - https://github.com/MarDom15/Zoomcamp/blob/main/README_deployement.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 9 questions_score: 5 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/MarDom15/Zoomcamp/blob/main/Homework_decisiontree.ipynb faq_contribution: "1. What are Decision Trees?\r\nDecision trees are a type of\ \ machine learning model that use a flowchart-like structure to make predictions\ \ based on input features. They can be utilized for both classification and\ \ regression tasks and are known for their interpretability and ability to handle\ \ numerical and categorical data.\r\n\r\n2. What are the primary advantages\ \ of using Decision Trees?\r\nSimplicity and Interpretability: Decision trees\ \ are easy to understand and visualize, making them accessible for explaining\ \ model predictions to stakeholders.\r\nFeature Handling: They can manage both\ \ categorical and numerical features without requiring extensive data preprocessing.\r\ \nRobustness to Outliers: Decision trees can maintain performance even with\ \ the presence of outliers in the data.\r\n3. What are common use cases for\ \ Decision Trees?\r\nPredictive Modeling: Applications such as housing price\ \ prediction, sales forecasting, and stock price estimation.\r\nResource Allocation:\ \ Optimizing logistics in supply chains and scheduling personnel for tasks.\r\ \nRisk Assessment: Evaluating credit risk, setting insurance premiums, and assessing\ \ environmental impacts.\r\nAnomaly Detection: Identifying fraud in financial\ \ systems and detecting defects in manufacturing processes.\r\n4. What are the\ \ limitations of Decision Trees?\r\nOverfitting: Decision trees can easily overfit\ \ the training data, capturing noise instead of the underlying pattern.\r\n\ Limited Complexity Handling: Single decision trees may struggle to capture complex\ \ relationships in the data.\r\n5. What is Ensemble Learning?\r\nEnsemble learning\ \ is a technique that combines multiple machine learning models to improve predictive\ \ performance. It aggregates the predictions of individual models to reduce\ \ overfitting and enhance generalization.\r\n\r\n6. How does Random Forest work?\r\ \nRandom Forest is an ensemble method that constructs multiple decision trees\ \ during training. Each tree is built on a random subset of the data, and predictions\ \ are made by averaging the outputs of all the trees, which helps mitigate overfitting\ \ and enhances robustness.\r\n\r\n7. What are estimators in the context of Random\ \ Forest?\r\nEstimators refer to the individual decision trees within the Random\ \ Forest ensemble. Each tree is trained independently on a different subset\ \ of the data and uses a random subset of features for splits, contributing\ \ to the overall model's performance.\r\n\r\n8. Why is hyperparameter tuning\ \ important for Decision Trees and Ensemble Models?\r\nHyperparameter tuning\ \ is crucial for optimizing model performance. It involves adjusting parameters\ \ such as maximum depth, number of estimators, and learning rates to strike\ \ a balance between model complexity and generalization to new data.\r\n\r\n\ 9. What role does feature importance play in Decision Trees and Random Forests?\r\ \nFeature importance quantifies the contribution of each feature to the model’s\ \ predictions. It helps identify which variables are most influential, guiding\ \ feature selection and enhancing model interpretability.\r\n\r\n10. How do\ \ you evaluate the performance of a model built using Decision Trees or Ensemble\ \ Learning?\r\nCommon evaluation metrics include:\r\n\r\nRMSE (Root Mean Square\ \ Error): Measures the average error between actual and predicted values.\r\n\ Cross-Validation: Involves partitioning the data into folds to assess model\ \ performance across different subsets, minimizing overfitting risks.\r\n11.\ \ What preprocessing steps are necessary before training a Decision Tree or\ \ Ensemble Model?\r\nPreprocessing steps may include:\r\n\r\nHandling missing\ \ values.\r\nApplying transformations (e.g., log transformation).\r\nOne-hot\ \ encoding categorical variables to prepare the data for modeling.\r\n12. What\ \ are some real-world applications of Decision Trees and Ensemble Learning?\r\ \nThese methods are applied in various fields, including:\r\n\r\nFinance: Credit\ \ risk analysis and fraud detection.\r\nReal Estate: Predicting housing prices.\r\ \nHealthcare: Risk assessment and patient outcome predictions.\r\nMarketing:\ \ Customer segmentation and recommendation systems.\r\n13. How do I choose between\ \ Random Forest and XGBoost?\r\nThe choice between Random Forest and XGBoost\ \ depends on factors such as:\r\n\r\nData Size: XGBoost typically performs better\ \ on larger datasets.\r\nModel Complexity: XGBoost captures more intricate relationships\ \ but is less interpretable than Random Forest.\r\nPerformance Evaluation: It’s\ \ advisable to train and evaluate both models on your dataset to compare metrics\ \ such as RMSE and R-squared." learning_in_public_links: - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593721?public=https://martialdomche.jimdofree.com/machine-learning/?preview_sid=778763 - https://github.com/MarDom15/Zoomcamp/blob/main/README_DecisionTree.md - https://www.kaggle.com/code/martialdomche/notebook91acae89d2/edit - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 10 questions_score: 6 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/MarDom15/Deep_Learning/tree/main/classifying_various_hair_types faq_contribution: "1. What is deep learning?\r\nDeep learning is a subfield of\ \ machine learning that uses deep artificial neural networks to model complex\ \ relationships in data. Unlike traditional machine learning, it learns directly\ \ from raw data, minimizing the need for manual feature extraction.\r\n\r\n\ 2. What is the difference between machine learning and deep learning?\r\n•\t\ Traditional Machine Learning: Relies on algorithms like decision trees or support\ \ vector machines (SVMs) and requires manual feature engineering.\r\n•\tDeep\ \ Learning: Utilizes neural networks to automatically learn complex patterns\ \ from raw data, often outperforming traditional methods on tasks like computer\ \ vision or natural language processing.\r\n\r\n3. What are common use cases\ \ for deep learning?\r\n•\tComputer Vision: Image recognition, object detection,\ \ image segmentation.\r\n•\tNatural Language Processing (NLP): Machine translation,\ \ text generation, sentiment analysis.\r\n•\tAudio and Speech: Speech recognition,\ \ voice synthesis.\r\n•\tOther Domains: Financial forecasting, gaming, autonomous\ \ vehicles, personalized recommendations.\r\n\r\n4. Why are GPUs used for deep\ \ learning?\r\nGPUs (Graphics Processing Units) are optimized for parallel computations,\ \ which are essential for matrix operations in neural networks. They significantly\ \ speed up training, which would be much slower on traditional CPUs.\r\n\r\n\ 5. What is a Convolutional Neural Network (CNN)?\r\nA CNN is a specialized neural\ \ network architecture for processing visual data, such as images. It consists\ \ of convolutional layers that extract local features (edges, textures), followed\ \ by dense layers to interpret these features and make predictions.\r\n\r\n\ 6. What is transfer learning, and when should you use it?\r\nTransfer learning\ \ involves using a pretrained model (e.g., ResNet, MobileNet) on a large dataset\ \ and adapting it to a new, specific task.\r\nWhen to use it:\r\n•\tWhen you\ \ have limited data.\r\n•\tFor tasks similar to the pretrained model’s domain.\r\ \n\r\n7. Why is the learning rate so important?\r\nThe learning rate controls\ \ how quickly a model adjusts its parameters during training.\r\n•\tToo high:\ \ The model may overshoot the optimal solution and fail to converge.\r\n•\t\ Too low: Training may become excessively slow or get stuck.\r\nDynamic learning\ \ rate schedules or cyclical learning rates can optimize training performance.\r\ \n\r\n8. What is dropout?\r\nDropout is a regularization technique where certain\ \ neurons are randomly deactivated during training. This prevents the model\ \ from relying too heavily on specific connections, reducing the risk of overfitting.\r\ \n\r\n9. What should I do if my model is overfitting?\r\n•\tCommon techniques:\ \ \r\no\tAdd dropout layers.\r\no\tUse L1/L2 regularization.\r\no\tAugment the\ \ training data.\r\no\tReduce model complexity (fewer layers or neurons).\r\n\ •\tData validation: Ensure your dataset is diverse and representative of the\ \ task.\r\n\r\n10. How does data augmentation work?\r\nData augmentation artificially\ \ increases the dataset size by applying transformations to existing data. Examples\ \ include:\r\n•\tImages: Rotations, scaling, flipping, brightness adjustments.\r\ \n•\tText: Synonym replacement, word shuffling.\r\nThis helps models generalize\ \ better to unseen data.\r\n\r\n11. When should large models like GPT or Vision\ \ Transformers (ViT) be used?\r\nLarge models are suitable for complex tasks\ \ requiring nuanced understanding of data relationships, such as:\r\n•\tMultilingual\ \ translation.\r\n•\tGenerating detailed images from text.\r\n•\tContextual\ \ analysis of long text sequences.\r\nHowever, their training and deployment\ \ require significant resources (data, memory, computation).\r\n\r\n12. What\ \ are common pitfalls when training a deep learning model?\r\n1.\tPoor data\ \ quality: Noisy, biased, or insufficient data.\r\n2.\tOverfitting: Model too\ \ complex for the available data.\r\n3.\tInappropriate learning rate: Can slow\ \ down or hinder convergence.\r\n4.\tNo cross-validation: Overestimating performance\ \ without diverse datasets.\r\n5.\tMisguided evaluation: Neglecting meaningful\ \ metrics like F1-score or AUC.\r\n\r\n13. What is checkpointing, and why is\ \ it important?\r\nCheckpointing involves saving a model’s weights periodically\ \ during training. This allows you to:\r\n•\tResume training after interruptions.\r\ \n•\tEvaluate intermediate performance.\r\n•\tTest different configurations\ \ without starting over.\r\n14. What metrics should I track to evaluate my model?\r\ \n•\tClassification tasks: Accuracy, precision, recall, F1-score, confusion\ \ matrix.\r\n•\tRegression tasks: Mean Squared Error (MSE), Mean Absolute Error\ \ (MAE).\r\n•\tLarge-scale models: Perplexity, BLEU score (for NLP tasks).\r\ \n\r\n15. What tools can I use to get started with deep learning?\r\n•\tPopular\ \ frameworks: \r\no\tTensorFlow/Keras.\r\no\tPyTorch.\r\n•\tCloud platforms:\ \ \r\no\tGoogle Colab.\r\no\tSaturn Cloud.\r\no\tAWS SageMaker.\r\n•\tTracking\ \ tools: \r\no\tTensorBoard for visualization.\r\no\tWeights & Biases for experiment\ \ management." learning_in_public_links: - https://martialdomche.jimdofree.com/deep-learning/?preview_sid=512471 - https://github.com/MarDom15/Deep_Learning/blob/main/classifying_various_hair_types/README_hair.md - https://www.kaggle.com/code/martialdomche/notebookd54b118de6 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 8 questions_score: 4 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/MarDom15/Deep_Learning/tree/main/09-serverless faq_contribution: "1. What is serverless hosting for machine learning models?\r\ \nServerless hosting allows you to deploy machine learning models without managing\ \ the underlying infrastructure. Cloud providers like AWS, Azure, and Google\ \ Cloud offer serverless computing services, where your model runs in response\ \ to events, such as HTTP requests or data changes, without provisioning or\ \ maintaining servers.\r\n\r\n2. What are the benefits of using serverless hosting\ \ for ML models?\r\nScalability: Serverless functions automatically scale based\ \ on demand, meaning you don’t have to worry about managing server capacity.\r\ \nCost Efficiency: You only pay for the compute resources your model actually\ \ uses, reducing costs associated with idle servers.\r\nSimplified Management:\ \ No need to manage or maintain infrastructure; the cloud provider handles provisioning,\ \ scaling, and maintenance.\r\n3. Which cloud providers offer serverless hosting\ \ for machine learning?\r\nMajor cloud providers that support serverless hosting\ \ for machine learning models include:\r\n\r\nAWS Lambda (AWS)\r\nAzure Functions\ \ (Microsoft Azure)\r\nGoogle Cloud Functions (Google Cloud Platform)\r\n4.\ \ What are the challenges when deploying ML models serverlessly?\r\nCold Starts:\ \ Serverless functions may experience latency during the first execution after\ \ being idle, known as \"cold starts.\"\r\nResource Limits: Each serverless\ \ platform imposes restrictions on memory, execution time, and payload size,\ \ which may limit the deployment of large models.\r\nModel Size: Large machine\ \ learning models may exceed the size limits of serverless platforms, requiring\ \ optimization (e.g., model quantization) before deployment.\r\n5. What are\ \ cold starts, and how do they affect my model’s performance?\r\nCold starts\ \ occur when a serverless function is invoked after being idle for a period\ \ of time. This causes an initial delay as the system initializes the resources\ \ required for the function to run. In ML deployment, this can result in higher\ \ latency during the first inference request after a period of inactivity.\r\ \n\r\n6. How can I optimize my machine learning model for serverless deployment?\r\ \nModel Quantization: Reduce the precision of the model’s weights to decrease\ \ size and improve inference speed.\r\nPruning: Eliminate unnecessary weights\ \ in the model to make it smaller and more efficient.\r\nEdge-Friendly Frameworks:\ \ Use frameworks like TensorFlow Lite for deploying models on resource-constrained\ \ environments.\r\nUse of Smaller Models: Consider using smaller, optimized\ \ versions of models such as MobileNet or Tiny YOLO for real-time inference.\r\ \n7. How do I deploy a TensorFlow model using serverless hosting?\r\nFirst,\ \ convert your TensorFlow model to a TensorFlow Lite model if deploying to edge\ \ devices or resource-constrained environments.\r\nPackage the model and its\ \ dependencies.\r\nChoose a serverless platform, like AWS Lambda, Google Cloud\ \ Functions, or Azure Functions, and configure it to handle incoming requests\ \ (e.g., via API Gateway).\r\nImplement code to load the model and perform inference\ \ within the serverless function.\r\nFor example, on AWS Lambda, you can upload\ \ the TensorFlow Lite model as part of a deployment package and use Python to\ \ run inference.\r\n\r\n8. Can I use TensorFlow Lite with serverless platforms?\r\ \nYes, TensorFlow Lite is optimized for running models on edge devices and is\ \ fully compatible with serverless environments. TensorFlow Lite models are\ \ lightweight and fast, which makes them ideal for serverless inference in resource-constrained\ \ environments.\r\n\r\n9. What is the difference between TensorFlow and TensorFlow\ \ Lite?\r\nTensorFlow is a full-fledged framework for developing machine learning\ \ models, optimized for training large models on powerful hardware.\r\nTensorFlow\ \ Lite is a lighter version of TensorFlow, designed specifically for mobile\ \ and embedded devices. It optimizes models for low-latency inference with smaller\ \ size and reduced computational resource requirements.\r\n10. Can I deploy\ \ large models on serverless platforms?\r\nDeploying large models on serverless\ \ platforms can be challenging due to memory and storage limits. You may need\ \ to:\r\n\r\nOptimize the model (e.g., using model quantization or pruning)\ \ to reduce size.\r\nUse techniques such as model partitioning where only parts\ \ of the model are loaded into memory as needed.\r\nFor very large models, consider\ \ using a hybrid approach where the serverless function calls a separate service\ \ (e.g., a cloud-based virtual machine or managed ML service) for inference.\r\ \n11. How do I handle data security when using serverless hosting for machine\ \ learning models?\r\nEncryption: Ensure that any sensitive data passed to the\ \ serverless function is encrypted, both in transit and at rest.\r\nAuthentication:\ \ Implement API key-based authentication or OAuth to secure access to the deployed\ \ model.\r\nAccess Control: Use cloud-native identity and access management\ \ tools to define who can invoke the function or access the model.\r\n12. What\ \ is the cost of using serverless hosting for machine learning?\r\nThe cost\ \ of serverless hosting for machine learning is typically based on the compute\ \ time your function consumes. You are charged for the number of requests and\ \ the duration of execution, with some platforms offering a free tier. While\ \ serverless hosting can be cost-effective for low-to-moderate usage, high-frequency\ \ requests or long-running inference tasks may incur higher costs.\r\n\r\n13.\ \ How can I monitor and log machine learning inference in a serverless environment?\r\ \nUse cloud monitoring services like AWS CloudWatch, Google Cloud Logging, or\ \ Azure Monitor to track the performance of your serverless functions.\r\nImplement\ \ logging within your function to capture relevant metrics such as inference\ \ time, error rates, and data processed. These logs can help you monitor the\ \ performance of your model and detect any anomalies.\r\n14. How do I test my\ \ machine learning model before deploying it serverlessly?\r\nUnit Testing:\ \ Before deploying your model, ensure that it behaves as expected by writing\ \ unit tests for your inference code and model outputs.\r\nLoad Testing: Test\ \ the serverless function by simulating real traffic to ensure it can handle\ \ the expected load without performance degradation.\r\nIntegration Testing:\ \ Ensure that your model integrates smoothly with the rest of your system, including\ \ any external data sources or APIs.\r\n15. Can I update my machine learning\ \ model once it’s deployed?\r\nYes, you can update your deployed machine learning\ \ model by uploading a new version of the model to your serverless function.\ \ Many platforms allow you to version control your functions or use continuous\ \ integration (CI) pipelines to automate the deployment of updated models." learning_in_public_links: - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593021?public=https://martialdomche.jimdofree.com/deep-learning/?preview_sid=136264 - https://github.com/MarDom15/Deep_Learning/blob/main/09-serverless/readme.md - https://www.kaggle.com/code/martialdomche/notebook9bbe5dc4ac?scriptVersionId=212292058 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 11 questions_score: 7 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/MarDom15/Zoomcamp/tree/main/Docker_Kubernet faq_contribution: "Question 8 (optional)\r\nRun kubectl get hpa subscription-hpa\ \ --watch command to monitor how the autoscaler performs. Within a minute or\ \ so, you should see the higher CPU load; and then - more replicas. What was\ \ the maximum amount of the replicas during this test?\r\n\r\n3" learning_in_public_links: - https://github.com/MarDom15/Zoomcamp/tree/main/Docker_Kubernet#readme - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593021?public=https://martialdomche.jimdofree.com/deep-learning/?preview_sid=206073 - https://www.kaggle.com/code/martialdomche/notebook9af89dac03?scriptVersionId=213405101 - homework: Article homework_slug: article total_score: 23 questions_score: 20 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/MarDom15/Publication_paper/blob/main/Dimensionality%20Reduction%20in%20Machine%20Learning_A%20Comprehensive%20Analysis%20of%20Techniques%20and%20Applications_/paperdata_zoomcamp.pdf learning_in_public_links: - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593021?public=https://martialdomche.jimdofree.com/deep-learning/ - https://github.com/MarDom15/Publication_paper/tree/main/A%20Comprehensive%20Analysis%20of%20Techniques%20and%20Applications#readme - https://www.kaggle.com/code/martialdomche/notebook0738446844/edit projects: - project: Midterm Project project_slug: midterm total_score: 31 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/MarDom15/Zoomcamp/tree/main/Project_1 faq_contribution: "This is the webpage\r\nhttps://project1-9hv5popj3psoy7al77y8s7.streamlit.app/" learning_in_public_links: - https://github.com/MarDom15/Zoomcamp/blob/main/Project_1/Specifications%20Document.pdf - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593721?public=https://martialdomche.jimdofree.com/machine-learning/?preview_sid=911944 - https://project1-9hv5popj3psoy7al77y8s7.streamlit.app/ - https://www.kaggle.com/models/martialdomche/multi_model - project: Capstone 1 project_slug: capstone1 total_score: 18 project_score: 15 peer_review_score: 0 project_learning_in_public_score: 3 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/MarDom15/Caption1_Classification_Model#js-repo-pjax-container learning_in_public_links: - https://github.com/MarDom15/Caption1_Classification_Model/blob/main/README.md - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593021?public=https://martialdomche.jimdofree.com/deep-learning/?preview_sid=767549 - https://www.kaggle.com/code/martialdomche/notebooke849f26670?scriptVersionId=217164313 - project: Capstone 2 project_slug: capstone2 total_score: 32 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 3 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/MarDom15/Fraude_Detection faq_contribution: "1. Which algorithms are used to detect fraud?\r\n\r\nLogistic\ \ Regression: Baseline for linear cases.\r\n\r\nRandom Forest: Captures complex\ \ relationships using decision trees.\r\n\r\nDeep Learning (MLP): Leverages\ \ deep patterns in the data.\r\n\r\n2. How is the data prepared?\r\n\r\nThe\ \ data is cleaned, standardized, and variables highly correlated with the target\ \ are selected for model training.\r\n\r\n3. What MLOps tools are integrated?\r\ \n\r\nDocker: For portability and reproducibility.\r\n\r\nJenkins: Automates\ \ CI/CD pipelines.\r\n\r\nPrometheus: Monitors performance.\r\n\r\n4. How can\ \ I access the deployments?\r\n\r\nThe application is accessible via Streamlit\ \ and on AWS EC2.\r\n\r\n5. What is the performance of the models?\r\n\r\nLogistic\ \ Regression: Accuracy of 96%.\r\n\r\nRandom Forest: AUPRC of 0.9981.\r\n\r\n\ MLP: High performance thanks to training over 10 epochs." learning_in_public_links: - https://github.com/MarDom15/Fraude_Detection/blob/main/README.md - https://www.kaggle.com/code/martialdomche/notebook2ab6ba9b14?scriptVersionId=219365976 - https://cms.e.jimdo.com/app/cms/preview/index/pageId/2216593021?public=https://martialdomche.jimdofree.com/deep-learning/ - position: 15 display_name: Nifty Archimedes total_score: 171 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework1.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit#heading=h.i8d3o88akqg learning_in_public_links: - https://x.com/MathmoKiwi/status/1840689547958710539 - https://www.linkedin.com/posts/davidcmpeterson_mlzoomcamp-activity-7246456045051502593-ttUH - https://www.linkedin.com/feed/update/urn:li:share:7244275862739582976/ - https://x.com/MathmoKiwi/status/1838497266426089749 - https://www.linkedin.com/feed/update/urn:li:activity:7237726625193156610/ - https://x.com/MathmoKiwi/status/1838512970730766617 - https://x.com/MathmoKiwi/status/1838536212489081212 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework2.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit#heading=h.y9s6crlbl1wz learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7247843950600867840/ - https://twitter.com/MathmoKiwi/status/1842077908019642668 - https://twitter.com/MathmoKiwi/status/1842097541414060227 - https://www.linkedin.com/feed/update/urn:li:activity:7248595362683248640/ - 'https://twitter.com/MathmoKiwi/status/1843201029040685301 ' - https://twitter.com/MathmoKiwi/status/1843212713390211296 - https://twitter.com/MathmoKiwi/status/1843214365841056025 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework3.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?pli=1&tab=t.0#heading=h.99evm5iaj5ij learning_in_public_links: - https://twitter.com/MathmoKiwi/status/1843805516323340319 - https://twitter.com/MathmoKiwi/status/1843809099278102899 - https://www.linkedin.com/feed/update/urn:li:ugcPost:7249585409888772097/ - 'https://x.com/MathmoKiwi/status/1845741101933539618 ' - https://x.com/MathmoKiwi/status/1845829638096035939 - https://x.com/MathmoKiwi/status/1845830219887968566 - https://x.com/MathmoKiwi/status/1845830997226766368 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework4.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.8mnik22iriyk learning_in_public_links: - https://x.com/MathmoKiwi/status/1847934610770100248 - https://x.com/MathmoKiwi/status/1847934963133640842 - https://x.com/MathmoKiwi/status/1847935368651571289 - https://x.com/MathmoKiwi/status/1847936039341752351 - https://www.linkedin.com/feed/update/urn:li:activity:7253366455453302784/ - https://x.com/MathmoKiwi/status/1847600695249424748 - https://www.facebook.com/DavidCMPeterson/posts/pfbid0WAtfpTK8EWawVhCVgEqAxAqJqggynaWEbc5dVRRZQ8rZrn7Y7Sodq5mTCdHDc9Kal - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework5.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.nlrkl9v0rbca learning_in_public_links: - https://x.com/MathmoKiwi/status/1851032886482518057 - https://x.com/MathmoKiwi/status/1851033337860895204 - https://x.com/MathmoKiwi/status/1851033974564667907 - https://x.com/MathmoKiwi/status/1851034377540804653 - https://x.com/MathmoKiwi/status/1851034678322741595 - https://x.com/MathmoKiwi/status/1851035076915839021 - https://x.com/MathmoKiwi/status/1851035929680744929 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework6.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.wn3unx2xwfby learning_in_public_links: - https://x.com/MathmoKiwi/status/1853568709102809204 - https://x.com/MathmoKiwi/status/1853568909125066806 - https://x.com/MathmoKiwi/status/1853569592716558495 - https://x.com/MathmoKiwi/status/1853570470005871080 - https://x.com/MathmoKiwi/status/1853570549852852433 - https://x.com/MathmoKiwi/status/1853570950467633540 - https://x.com/MathmoKiwi/status/1853571219469349188 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework8.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.y3hadi4xe6sz learning_in_public_links: - https://x.com/MathmoKiwi/status/1863997693514948750 - https://x.com/MathmoKiwi/status/1863998143693733971 - https://x.com/MathmoKiwi/status/1863998387944890636 - https://x.com/MathmoKiwi/status/1863998658284519583 - https://x.com/MathmoKiwi/status/1863999202076102836 - https://x.com/MathmoKiwi/status/1863999529621873063 - https://x.com/MathmoKiwi/status/1863999759549378914 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework9.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.dnf0zeul0z02 learning_in_public_links: - https://x.com/MathmoKiwi/status/1866851674536677452 - https://x.com/MathmoKiwi/status/1866851737262559331 - https://x.com/MathmoKiwi/status/1866852076267114544 - https://x.com/MathmoKiwi/status/1866852445642690653 - https://x.com/MathmoKiwi/status/1866852711125360995 - https://x.com/MathmoKiwi/status/1866852816092008584 - https://x.com/MathmoKiwi/status/1866852947403084129 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/MLbootcampHomework10.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.5et5t4daart9 learning_in_public_links: - https://x.com/MathmoKiwi/status/1869782600241521144 - https://x.com/MathmoKiwi/status/1869782718986543458 - https://x.com/MathmoKiwi/status/1869782846648582414 - https://x.com/MathmoKiwi/status/1869782925467865294 - https://x.com/MathmoKiwi/status/1869783051636711867 - https://x.com/MathmoKiwi/status/1869783209476808961 - https://x.com/MathmoKiwi/status/1869783411478671817 projects: - project: Midterm Project project_slug: midterm total_score: 30 project_score: 6 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/MathmoKiwi/machine-learning-bootcamp/blob/main/midterm-project/README.md faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.faq5l3qmq8na learning_in_public_links: - https://x.com/MathmoKiwi/status/1860188712602313165 - https://x.com/MathmoKiwi/status/1860189576960311611 - https://x.com/MathmoKiwi/status/1860189914828304593 - https://x.com/MathmoKiwi/status/1860190955766157346 - https://x.com/MathmoKiwi/status/1860192197536285011 - https://x.com/MathmoKiwi/status/1860996741841252748 - https://x.com/MathmoKiwi/status/1860997024638017833 - https://x.com/MathmoKiwi/status/1861098789345599864 - https://x.com/MathmoKiwi/status/1861106172490883360 - https://x.com/MathmoKiwi/status/1861116322316460173 - https://x.com/MathmoKiwi/status/1861136505567355037 - https://www.linkedin.com/feed/update/urn:li:activity:7266931334739042304/ - https://x.com/MathmoKiwi/status/1861175910982131919 - https://x.com/MathmoKiwi/status/1861177485377052687 - project: Capstone 1 project_slug: capstone1 total_score: 15 project_score: 0 peer_review_score: 0 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/MathmoKiwi/ML-Projects-Bootcamp/blob/main/Project1/README.md faq_contribution: https://docs.google.com/document/d/19bnYs80DwuUimHM65UV3sylsCn2j1vziPOwzBwQrebw/edit?pli=1&tab=t.0#heading=h.ox3gpq66xsg7 learning_in_public_links: - https://x.com/MathmoKiwi/status/1878850157481206203 - https://x.com/MathmoKiwi/status/1878850277383774380 - https://x.com/MathmoKiwi/status/1878850332937331078 - https://x.com/MathmoKiwi/status/1878850402264998093 - https://x.com/MathmoKiwi/status/1878850459324293221 - https://x.com/MathmoKiwi/status/1878850590589231564 - https://x.com/MathmoKiwi/status/1878850639352209842 - https://x.com/MathmoKiwi/status/1878850690912866707 - https://x.com/MathmoKiwi/status/1878931591243915676 - https://x.com/MathmoKiwi/status/1878931642678690079 - https://x.com/MathmoKiwi/status/1878935807966445882 - https://x.com/MathmoKiwi/status/1878935907287621733 - https://x.com/MathmoKiwi/status/1878936035079655816 - https://x.com/MathmoKiwi/status/1878936130340712628 - position: 16 display_name: Adi Kusuma total_score: 167 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/01%20intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/02-regression/homework_02_lectures.ipynb faq_contribution: "Question 4. Regularization \r\nthe first smallest is 0.1 with\ \ rmse 0.42878\r\nthe second smallest is 0.01 with rmse 0.42885\r\n\r\n0 with\ \ rmse 0.42886\r\n1 with rmse 0.43059\r\n10 with rmse 0.50757\r\n\r\nI choose\ \ based on the ranking of the multiple choice questions\r\n\r\nI took longer\ \ than usual to do my homework because I just found out that there is a difference\ \ between using \"np.log1p\" or not." - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/03-classification/homework_03.ipynb faq_contribution: "Question 6. Smallest `C` that leads to the best accuracy on\ \ the validation set \r\nBest C (no round): 1, Accuracy: 0.9009068790090687\r\ \nBest C (with round): 0.1, Accuracy: 0.901\r\n\r\nthere is a difference when\ \ using 'round'\r\nI chose the answer 'with round' because it was according\ \ to the instructions" - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/04-evaluation/homework_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/tree/main/05-deployment/homework faq_contribution: First experience - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/06-trees/homework_06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/08-deep-learning/homework_08.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/09-serverless/homework_09_finish.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/tree/main/10-kubernetes/homework faq_contribution: "Answer for Question 8 (optional) is 1\r\nis the answer correct?" - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 24 questions_score: 20 faq_score: 0 learning_in_public_score: 4 learning_in_public_links: - https://www.linkedin.com/posts/adikusum4_mlzoomcamp-activity-7292763052863631362-96Xv?utm_source=share&utm_medium=member_desktop - https://optuna.org/ - https://catboost.ai/docs/en/ - https://scikit-learn.org/1.5/modules/generated/sklearn.ensemble.RandomForestRegressor.html - homework: Article homework_slug: article total_score: 23 questions_score: 20 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/blob/main/14-article/article-optuna.md learning_in_public_links: - https://optuna.org/ - https://scikit-learn.org/1.5/modules/generated/sklearn.ensemble.RandomForestRegressor.html - https://www.linkedin.com/posts/adikusum4_course-management-activity-7294821269894569984-UrOd?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 13 project_score: 13 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/tree/main/07-mid-project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 11 peer_review_score: 0 project_learning_in_public_score: 13 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/tree/main/11-capstone-1 faq_contribution: It is important to set a seed to ensure consistent prediction results. learning_in_public_links: - https://optuna.org/ - https://scikit-learn.org/1.5/modules/generated/sklearn.ensemble.RandomForestRegressor.html - https://catboost.ai/docs/en/ - https://scikit-learn.org/1.5/auto_examples/ensemble/plot_gradient_boosting_regression.html - https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/ - https://pipenv.pypa.io/en/latest/pipfile.html - https://flask.palletsprojects.com/en/stable/quickstart/ - https://www.unicorn-engine.org/ - https://www.analyticsvidhya.com/blog/2015/12/improve-machine-learning-results/ - https://www.youtube.com/c/DataTalksClub - https://open.spotify.com/show/0pck8zuiXdI0OrCg86DAPy - https://docs-cortex.paloaltonetworks.com/r/Cortex-XSIAM/Cortex-XSIAM-Developer-Guide/Set-up-a-GitHub-Codespace-environment - https://www.kaggle.com/code/gusthema/house-prices-prediction-using-tfdf - project: Capstone 2 project_slug: capstone2 total_score: 26 project_score: 14 peer_review_score: 0 project_learning_in_public_score: 11 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/adikusum4/Machine-Learning-zoomcamp/tree/main/12-capstone-2 faq_contribution: Still learning to understand learning_in_public_links: - https://optuna.org/ - https://scikit-learn.org/1.5/modules/generated/sklearn.ensemble.RandomForestRegressor.html - https://catboost.ai/docs/en/ - https://www.linkedin.com/posts/adikusum4_mlzoomcamp-activity-7289418244036169728-40BW?utm_source=share&utm_medium=member_desktop - https://github.com/deliberato/Obesity-project - https://github.com/ine-rmotr-projects/RDP-health-and-obesity-trends - https://github.com/pymche/Machine-Learning-Obesity-Classification - https://github.com/DATA606Project-TeamS/CapstoneProject-ObesityandML - https://github.com/yashksaini-coder/Multi-Class-Prediction-of-Obesity-Risk - https://github.com/ryan-zhenqi-zhou/GRF - https://github.com/AshrafMah/Obesity-Risk-Prediction - position: 17 display_name: Focused Euclid total_score: 163 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://colab.research.google.com/drive/1pGy6unFwhIy_mR5Jo3eVms1MXe2uvZbE?usp=sharing learning_in_public_links: - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-ml-learninginpublic-activity-7245825321482993664-u7eI?utm_source=share&utm_medium=member_desktop - https://x.com/Davidmide02/status/1840062137181339989 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 4 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/Davidmide02/mlzoomcamp_2024_assignments/blob/main/regression_02/regression.ipynb faq_contribution: Linear regression learning_in_public_links: - https://www.linkedin.com/posts/david-adenusi-27davidmide_ml-data-learninginpublic-activity-7249822287695114245-21jU?utm_source=share&utm_medium=member_desktop - https://x.com/Davidmide02/status/1844058367855296844 - https://medium.com/@davidmide07/linear-regression-fdb9b1b08d07 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 10 questions_score: 5 faq_score: 1 learning_in_public_score: 4 homework_link: https://colab.research.google.com/drive/1Ao7uQOiAbI89DEM_VUevE7wwdxAV7Mru?usp=sharing faq_contribution: To open/read the csv file correctly use pd.read_csv("filepath",sep=";") learning_in_public_links: - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-learninginpublic-activity-7251999077213609984-4mqV?utm_source=share&utm_medium=member_desktop - https://medium.com/@davidmide07/classification-96d1905e6750 - https://x.com/Davidmide02/status/1846296313228677426?t=v1LQ1_Iy9q48BfaZsmJX3Q&s=19 - https://davidmide02.hashnode.dev/machine-learning-classification - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 9 questions_score: 4 faq_score: 1 learning_in_public_score: 4 homework_link: https://colab.research.google.com/drive/1E475Btg5bWIrH2Dn9QeC4zMwwAiC8bes?usp=sharing faq_contribution: When you have a imbalance classes always use ROU and AUC for evaluating your model learning_in_public_links: - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-learninginpublic-activity-7254526073760063491-xIlp?utm_source=share&utm_medium=member_desktop - https://x.com/Davidmide02/status/1848762158152061361 - https://medium.com/@davidmide07/evaluating-a-model-65bc2ff0195a - https://davidmide02.hashnode.dev/evaluating-machine-learning-model - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/deployment faq_contribution: Docker image learning_in_public_links: - https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/deployment - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-machinelearning-datascience-activity-7257125973421080576-LV1_?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/pulse/machine-learning-deployment-david-adenusi-vkude - https://x.com/Davidmide02/status/1851363228678242666 - https://medium.com/@davidmide07/deploying-machine-learning-model-4a4cae7f0ad8 - https://davidmide02.hashnode.dev/deploying-machine-learning-model - https://www.linkedin.com/pulse/deploying-machine-learning-model-david-adenusi-oi6ue - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 6 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/decision_tree_n_ensemble_learning_06 faq_contribution: You can use the root_mean_square from sklearn instead of manually computing learning_in_public_links: - https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/decision_tree_n_ensemble_learning_06 - https://x.com/Davidmide02/status/1853838418763297137 - https://medium.com/@davidmide07/decision-trees-and-ensemble-learning-454d6447933b - https://davidmide02.hashnode.dev/decision-trees-and-ensemble-learning - https://www.linkedin.com/pulse/decision-trees-ensemble-learning-david-adenusi-ch30e - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-datascience-mlzoomcamp-activity-7259610483010285569-1Krs?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/08_neural_network_%26_deep_learning faq_contribution: CPU can handle this level of deep learning task learning_in_public_links: - https://www.linkedin.com/pulse/unraveling-mysteries-neural-networks-deep-learning-david-adenusi-ky8re - https://medium.com/@davidmide07/unraveling-the-mysteries-of-neural-networks-and-deep-learning-285e26a7c848 - https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/08_neural_network_%26_deep_learning - https://x.com/Davidmide02/status/1864971432565821732 - https://davidmide02.hashnode.dev/unraveling-the-mysteries-of-neural-networks-and-deep-learning - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-learninginpublic-datascience-activity-7270742281656098817-XJJL?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/david-adenusi-27davidmide_learninginpublic-machinelearning-deeplearning-activity-7270745578047778817-zU5A?utm_source=share&utm_medium=member_desktop - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 13 questions_score: 6 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/08_neural_network_%26_deep_learning faq_contribution: serverless deployment for scalability learning_in_public_links: - https://www.linkedin.com/pulse/serverless-deep-learning-perfect-match-scalable-ai-david-adenusi-mhdqe - https://medium.com/@davidmide07/in-recent-years-two-technological-trends-have-gained-significant-traction-in-the-world-of-software-3c89166b412a - https://medium.com/@davidmide07/in-recent-years-two-technological-trends-have-gained-significant-traction-in-the-world-of-software-3c89166b412a://www.linkedin.com/posts/david-adenusi-27davidmide_ml-data-learninginpublic-activity-7249822287695114245-21jU?utm_source=share&utm_medium=member_desktop - https://davidmide02.hashnode.dev/serverless-and-deep-learning - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-deeplearning-learninginpublic-activity-7273328317032812544-c1q_?utm_source=share&utm_medium=member_desktop - https://x.com/Davidmide02/status/1867564582379634704 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 12 questions_score: 6 faq_score: 1 learning_in_public_score: 5 homework_link: https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/10_kubernate faq_contribution: Kubernetes is good for scaling machine-learning models learning_in_public_links: - https://github.com/Davidmide02/mlzoomcamp_2024_assignments/tree/main/10_kubernate - https://medium.com/@davidmide07/kubernetes-with-ml-models-6bd2774cec48 - https://www.linkedin.com/pulse/kubernetes-ml-models-david-adenusi-pkwte/ - https://www.linkedin.com/pulse/serverless-deep-learning-perfect-match-scalable-ai-david-adenusi-mhdqe - https://davidmide02.hashnode.dev/kubernetes-with-ml-models projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 8 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Davidmide02/house-price-prediction-ml.git faq_contribution: Use Docker-desktop for windows learning_in_public_links: - https://davidmide02.hashnode.dev/building-a-house-price-prediction-model - https://medium.com/@davidmide07/building-a-house-price-prediction-model-c9215511a542 - https://www.linkedin.com/posts/david-adenusi-27davidmide_buying-or-selling-a-house-can-be-overwhelming-activity-7267335158360428546-xSXV?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-datascience-learninginpublic-activity-7267343367225671680-09AS?utm_source=share&utm_medium=member_desktop - https://x.com/Davidmide02/status/1861681724918247638 - https://github.com/Davidmide02/house-price-prediction-ml.git - https://x.com/Davidmide02/status/1860081451410292898 - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-learninginpublic-datascience-activity-7262922239367417856-8IyN?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 35 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 8 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/Davidmide02/movie_recommendation_model.git faq_contribution: When having an issue with building a docker image with pywin=308. You can remove it learning_in_public_links: - https://github.com/Davidmide02/movie_recommendation_model.git - https://medium.com/@davidmide07/building-a-movie-recommendation-model-using-a-content-based-approach-3177c44d6a31 - https://davidmide02.hashnode.dev/building-a-movie-recommendation-model-using-a-content-based-approach - https://www.linkedin.com/pulse/building-movie-recommendation-model-using-approach-david-adenusi-gdcje - https://www.linkedin.com/feed/update/urn:li:groupPost:6773411-7284939771297071105?utm_source=social_share_sheet&utm_medium=member_desktop_web - https://www.linkedin.com/feed/update/urn:li:activity:7284941155400581122?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/david-adenusi-27davidmide_learninginpublic-machinelearning-recommendationsystem-activity-7284945293014360066-YsvS?utm_source=social_share_sheet&utm_medium=member_desktop_web - https://x.com/Davidmide02/status/1879180764853805280 - position: 18 display_name: whybah total_score: 163 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sybah2/mlzoomcamp/blob/main/week1/WeekOneBook.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 2 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/sybah2/mlzoomcamp/blob/main/week2/weekTwoHomework.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit#heading=h.s7drv4piz29d learning_in_public_links: - https://www.kaggle.com/code/sybah2/car-price-prediction - https://www.kaggle.com/learn/intermediate-machine-learning - https://www.w3schools.com/python/python_ml_linear_regression.asp - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 10 questions_score: 5 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/sybah2/mlzoomcamp/blob/main/week3/week3Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-activity-7251193905411428352--afp?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1845428745957478480 - https://www.kaggle.com/code/sybah2/car-price-prediction - https://github.com/sybah2/mlzoomcamp/blob/main/week3/week3_workbook.ipynb - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp2024-datatalksclub-activity-7251561750066532354-oS4C?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/sybah2/mlzoomcamp/tree/main/week4 learning_in_public_links: - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoocamp-activity-7252629956701122560-yaLm?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-activity-7252962995184578560-v8fb?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1847198345221013583 - https://x.com/sybah2/status/1847360932361753068 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-activity-7253363222466981888-UpV2?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-mlzoomcamp-activity-7254054788651266049-okU9?utm_source=share&utm_medium=member_desktophttps://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-mlzoomcamp-activity-7254054788651266049-okU9?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1848481039636959549 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/sybah2/mlzoomcamp/tree/main/week5 faq_contribution: "How to save/download jupyter notebook to python script\r\n\ The line of code below convert a notebook to python script which will have the\ \ same name as the notebook with a .py extension. This should be run on the\ \ termina\r\njupyter nbconvert --to python notebnook.ipynb\r\n\r\nOR on the\ \ jupyter notebook\r\nFile -> Save and Export Notebook As -> Executable Scripts.\ \ This will download the file in the download folder" learning_in_public_links: - https://x.com/sybah2/status/1849089026038378757 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-activity-7254772429862879232-P_P3?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-activity-7255519051966296064-djW1?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-dalatalksclub-activity-7256262778884182016-1S49?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1849754725249425699 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-activity-7255226548914458627-Xk55?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-mlzoomcap2024-datatalksclub-activity-7256600426404311040-LR4k?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/sybah2/mlzoomcamp/blob/main/week6/Week6Homework.ipynb faq_contribution: "Hey guys sorry im a new joiner. A little bit confused here.\ \ So is the zoom bootcamp program already ongoing or when is the nearest start\ \ date of the program? Thank you \r\n\r\nAlready started we just finished week\ \ 6 and about to start mid term projects. You can still catch up if you have\ \ a strong background else I reckon register for the next one\r\nhttps://airtable.com/appflP5cuR8bD5MIm/shryxwLd0COOEaqXo\r\ \nhttps://github.com/DataTalksClub/machine-learning-zoomcamp?tab=readme-ov-file" learning_in_public_links: - https://www.linkedin.com/posts/saikou-y-bb7761169_zoomcamp-datatalksclub-activity-7258073314433155072-0J2h?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1852308137212002571 - https://x.com/sybah2/status/1852847690956067280 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-mlzoomcamp-activity-7258613987548839936-A43A?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1853065432011350165 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-activity-7258831563063181312-agbA?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalksclub-activity-7259160293165953024-3hGi?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sybah2/mlzoomcamp/blob/main/week8/Week8Workbook.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/sybah2/mlzoomcamp learning_in_public_links: - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-activity-7272759466649870336-rbHB?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1866994567368806807 - https://pathfinder.w3schools.com/learningpaths - https://github.com/sybah2/mlzoomcamp - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/sybah2/mlzoomcamp learning_in_public_links: - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-activity-7273996691320496129-exRX?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1868231298676122086 - https://x.com/sybah2/status/1869688273179938912 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalks-activity-7275454246190268416-Uqw8?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-datatalks-activity-7285454246190268416-Uqw8?utm_source=share&utm_mediu - https://x.com/sybah2/status/1871007836559581274 - https://x.com/sybah2/status/1871007836559581276 projects: - project: Midterm Project project_slug: midterm total_score: 34 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 11 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sybah2/mlzoomcamp/tree/main/midtermProject learning_in_public_links: - https://x.com/sybah2/status/1858207306145476883 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-datatalks-mlzoocamp-activity-7263974473068941312-al3I?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1859541023355031883 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoocamp-mlzoomcal-activity-7265307472398110720-iJKC?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1860068295321485411 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-activity-7265834312548122624-XA9r?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-activity-7251193905411428352--afp?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1860406101826482568 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-activity-7266171161330290692-ibVZ?utm_source=share&utm_medium=member_desktop - https://www.kaggle.com/learn/intro-to-machine-learning - https://www.kaggle.com/learn/machine-learning-explainability - project: Capstone 1 project_slug: capstone1 total_score: 38 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 3 project_faq_score: 0 passed: true github_link: https://github.com/sybah2/mlzoomcamp/tree/main/capstoneProject1 learning_in_public_links: - https://x.com/sybah2/status/1875875683123220784 - https://x.com/sybah2/status/1878746656277180578 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-activity-7281642530574594048-fhig?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcap-activity-7281642530574594047-fhig?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1877463034496475301 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-mlzoomcamp-activity-7283229024124907520-dsnI?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1877463034496375301 - https://x.com/sybah2/status/1878083710756479110 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-mlzoomcamp-activity-7283849728637693953-VPmT?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_github-datatalksclubmachine-learning-zoomcamp-activity-7283972080738418688-dOio?utm_source=share&utm_medium=member_desktop - https://x.com/sybah2/status/1878206806268227874 - https://x.com/sybah2/status/1878494016938914158 - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-mlzoomcamp-activity-7284260051962191872-H5CU?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/saikou-y-bb7761169_mlzoomcamp-activity-7284512086913679360-aUlZ?utm_source=share&utm_medium=member_desktop - position: 19 display_name: Exciting Ritchie total_score: 140 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Homework%201.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7242865209206300672/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Lecture%202/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7246799842805440512/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Lecture%203/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7250078065244942336/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Lecture%204/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7253338306170507264/ - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/tree/main/Jupyter%20Notebook/Lecture%205/Homework learning_in_public_links: - https://x.com/miubb13/status/1850807550775861249 - https://www.linkedin.com/posts/cvcabral_mlzoomcamp-machinelearning-activity-7256577741024550913-ze6w?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Lecture%206/Homework.ipynb learning_in_public_links: - https://x.com/miubb13/status/1853402907347214450 - https://www.linkedin.com/feed/update/urn:li:activity:7259174992989282305/ - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Lecture%208/homework/Untitled.ipynb learning_in_public_links: - https://x.com/miubb13/status/1865225943968813086 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kabsmeiou/ml-zoomcamp/blob/main/Jupyter%20Notebook/Lecture%209/homework/notebook.ipynb learning_in_public_links: - https://x.com/miubb13/status/1867519615548702901 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://x.com/miubb13/status/1871420129718002172 projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kabsmeiou/study-hours-estimator learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7266748807864827904/ - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kabsmeiou/startup-success-probability learning_in_public_links: - https://x.com/miubb13/status/1878366669984379341 - project: Capstone 2 project_slug: capstone2 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kabsmeiou/catloaf learning_in_public_links: - https://x.com/miubb13/status/1885635056204702208 - position: 20 display_name: Dreamy Goodall total_score: 139 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/ml-zoomcamp/blob/main/task-1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/ml-zoomcamp/blob/main/task2-3.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/ml-zoomcamp/blob/main/task-3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/ml-zoomcamp/blob/main/task-4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/task-5-ml-zoomcamp - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/ml-zoomcamp/blob/main/task-6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/task-6-ml-zoomcamp - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KatePril/task-9-ml-zoomcamp - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: Article homework_slug: article total_score: 20 questions_score: 20 faq_score: 0 learning_in_public_score: 0 homework_link: https://medium.com/@ket14pril14/top-machine-learning-optimization-algorithms-9063447198a1 projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/KatePril/admission-prediction - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/KatePril/pneumonia-prediction - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/KatePril/hair-classifier - position: 21 display_name: Daniel Okello total_score: 139 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 7 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/okellodaniel/ml_homework faq_contribution: "Which books can I use for the course\r\n1. Machine Learning\ \ BookCamp - Alexey Grigorev\r\n2. Hands-On Machine Learning with Scikit-Learn,\ \ Keras, and TensorFlow, 3rd Edition\r\n3. Designing Machine Learning Systems:\ \ An Iterative Process for Production-Ready Applications" learning_in_public_links: - https://www.ibm.com/topics/linear-regression#:~:text=IBM-,What%20is%20linear%20regression%3F,is%20called%20the%20independent%20variable. - https://numpy.org/doc/stable/reference/generated/numpy.average.html - https://www.linkedin.com/posts/okellodaniel_machinelearningzoomcamp-machinelearning-datascience-activity-7245306752261382144-aKUB?utm_source=share&utm_medium=member_desktop - https://ncert.nic.in/textbook/pdf/keip106.pdf - https://faculty.washington.edu/otoomet/machinelearning-py/numpy-and-pandas.html - https://faculty.washington.edu/otoomet/machinelearning-py/numpy-and-pandas.html#pandas-indexing-dataframes - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/okellodaniel/ml_homework/tree/main/02-linear-regression faq_contribution: "LinAlgError: Singular matrix\r\n\r\nPossible Causes of a Singular\ \ Matrix in Linear Regression:\r\n\r\n1. **Multicollinearity**: Some of the\ \ columns in your matrix XXX are linearly dependent, meaning one column can\ \ be expressed as a linear combination of the others. This causes the matrix\ \ XTXX^T XXTX to be singular.\r\n2. **Insufficient data**: If you have fewer\ \ rows (data points) than columns (features), then XTXX^T XXTX will also be\ \ singular.\r\n3. **Redundant features**: If you have redundant or duplicate\ \ features (columns) in XXX, they contribute no additional information and cause\ \ singularity.\r\n\r\n### Solutions:\r\n\r\n1. **Regularization**: Instead of\ \ using the normal equation (which involves inverting XTXX^T XXTX), you can\ \ use a regularization technique such as **Ridge Regression**. It adds a penalty\ \ term to make XTXX^T XXTX invertible:\r\n \r\n w=(XTX+λI)−1XTyw = (X^T\ \ X + \\lambda I)^{-1} X^T yw=(XTX+λI)−1XTy\r\n \r\n Where λ\\lambdaλ\ \ is a small positive value and III is the identity matrix. This prevents the\ \ matrix from being singular by introducing a small bias.\r\n \r\n2. **Check\ \ for multicollinearity**: If multicollinearity is the issue, you can remove\ \ or combine some of the correlated features. You can check for multicollinearity\ \ using tools like the **Variance Inflation Factor (VIF)** or by computing the\ \ correlation matrix of the features.\r\n \r\n3. **Principal Component Analysis\ \ (PCA)**: PCA reduces the dimensionality of the data and can remove collinearities\ \ between features. This ensures that the matrix XTXX^T XXTX is no longer singular.\r\ \n \r\n4. **Pseudo-inverse**: Instead of calculating the regular inverse,\ \ you can use the **Moore-Penrose pseudo-inverse**, which can handle singular\ \ matrices:\r\n \r\n `XTX_inv = np.linalg.pinv(XTX)`" learning_in_public_links: - https://developers.google.com/machine-learning/crash-course/linear-regression - https://towardsdatascience.com/feature-engineering-combination-polynomial-features-3caa4c77a755 - https://www.displayr.com/what-is-feature-engineering/ - https://mlu-explain.github.io/linear-regression/ - https://www.statisticshowto.com/probability-and-statistics/regression-analysis/rmse-root-mean-square-error/ - https://c3.ai/glossary/data-science/root-mean-square-error-rmse/ - https://www.freecodecamp.org/news/build-a-linear-regression-model-with-an-example/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/okellodaniel/ML_Scholar/tree/main/03-logistic_regression learning_in_public_links: - https://scikit-learn.org/stable/modules/preprocessing.html - https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression - https://scikit-learn.org/1.5/modules/generated/sklearn.metrics.mutual_info_score.html - https://brainly.com/question/38249134 - https://www.statology.org/invalid-value-encountered-in-true_divide/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 9 questions_score: 5 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/okellodaniel/ml_homework/tree/main/04-classification-evaluation learning_in_public_links: - https://x.com/OkelloDani/status/1848997393833828849 - https://twitter.com/OkelloDani/status/1848998651227517000 - https://twitter.com/OkelloDani/status/1848999041352319015 - https://twitter.com/OkelloDani/status/1848998726318088294 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/okellodaniel/ml_homework/tree/main/05-deployment faq_contribution: "How can I deploy my model on Azure?\r\n\r\nFollow the guide\ \ on this github page.\r\n\r\nhttps://github.com/yusyel/guides/tree/master/azure#1-creating-azure-account" learning_in_public_links: - https://dev.to/okellodaniel/unlocking-practical-machine-learning-skills-with-datatalksclubs-machine-learning-zoomcamp-ccg - https://practical-machine-learning-skills.hashnode.dev/unlocking-practical-machine-learning-skills-with-datatalksclubs-machine-learning-zoomcamp - https://twitter.com/OkelloDani/status/1851454601519669759 - https://twitter.com/OkelloDani/status/1851454788048695369 - https://twitter.com/OkelloDani/status/1851455641459528057 - https://twitter.com/OkelloDani/status/1851455334780477523 - https://twitter.com/OkelloDani/status/1851456220055617638 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/okellodaniel/ml_homework/tree/main/06-decision-trees faq_contribution: "Error Message: TypeError: Expecting a sequence of strings for\ \ feature names, got: \r\n\r\nDescription:\r\nThis error\ \ occurs when you pass feature names in the DMatrix method using dv.get_feature_names_out(),\ \ which returns a numpy array. For example:\r\n\r\n```python\r\nxgb.DMatrix(X_train,\ \ label=y_train, feature_names=dv.get_feature_names_out())\r\n```\r\nSolution:\r\ \nTo resolve this, encapsulate the feature names in a list, as shown below:\r\ \n```python\r\nxgb.DMatrix(X_train, label=y_train, feature_names=list(dv.get_feature_names_out()))\r\ \n```" learning_in_public_links: - https://x.com/OkelloDani/status/1854016374613455327 - https://x.com/OkelloDani/status/1854016844908077099 - https://x.com/OkelloDani/status/1854017551828758732 - https://x.com/OkelloDani/status/1854017781831790837 - https://x.com/OkelloDani/status/1854017903781171360 - https://x.com/OkelloDani/status/1854018192663888247 - https://x.com/OkelloDani/status/1854018416723849395 projects: - project: Midterm Project project_slug: midterm total_score: 41 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 1 project_faq_score: 1 passed: true github_link: https://github.com/okellodaniel/cardio_vasicular_disease_detector faq_contribution: "Which public platforms can I obtain datasets for my machine\ \ learning projects from?\r\nGeneral Dataset Repositories\r\nKaggle\r\nUCI Machine\ \ Learning Repository\r\nGoogle Dataset Search\r\nAWS Open Data Registry\r\n\ Microsoft Azure Open Datasets\r\nData.gov\r\nDomain-Specific Sources\r\nHealthcare\r\ \n7. PhysioNet\r\n8. MIMIC-III\r\n\r\nFinance\r\n9. Quandl\r\n10. Yahoo Finance\r\ \n\r\nGeospatial Data\r\n11. Google Earth Engine\r\n12. OpenStreetMap\r\n\r\n\ Text and NLP\r\n13. Hugging Face Datasets\r\n14. Common Crawl\r\n\r\nImages\r\ \n15. ImageNet\r\n16. COCO Dataset\r\n\r\nAudio\r\n17. Free Music Archive\r\n\ 18. LibriSpeech\r\n\r\nSpecialized Platforms\r\nOpenML\r\nPapers with Code\r\ \nData World\r\nBig Tech and Cloud Providers\r\nGoogle Public Datasets\r\nAmazon\ \ Datasets\r\nMicrosoft Research Open Data\r\nOpen-Source Projects\r\nGitHub\r\ \nData Challenges and Competitions\r\nDrivenData\r\nZindi\r\nLet me know if\ \ you need help accessing or selecting a dataset!" learning_in_public_links: - https://x.com/OkelloDani/status/1859418963957940291 - https://www.linkedin.com/posts/okellodaniel_how-i-built-a-cardiovascular-disease-detector-activity-7265188854947565568-ZFxz?utm_source=share&utm_medium=member_desktop - https://dev.to/okellodaniel/how-i-built-a-cardiovascular-disease-detector-using-machine-learning-and-fastapi-adi - https://dev.to/okellodaniel/xgboost-vs-decision-trees-1gg0 - https://dev.to/okellodaniel/unlocking-practical-machine-learning-skills-with-datatalksclubs-machine-learning-zoomcamp-ccg - https://x.com/OkelloDani/status/1859436271233294619 - https://x.com/OkelloDani/status/8475910278674519021 - https://x.com/OkelloDani/status/7590184672910452871 - https://x.com/OkelloDani/status/9184572018476950281 - https://x.com/OkelloDani/status/6571829405178473091 - https://x.com/OkelloDani/status/2846179503720189451 - https://x.com/OkelloDani/status/1948275063728459011 - https://x.com/OkelloDani/status/7401829546018397502 - https://x.com/OkelloDani/status/1859477876777940291 - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 5 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/okellodaniel/bike_share_regression learning_in_public_links: - https://medium.com/@handsdani/a-deep-dive-into-machine-learning-bookcamp-your-practical-guide-to-getting-started-in-machine-9f533869adcb - https://dev.to/okellodaniel/xgboost-vs-decision-trees-1gg0 - https://dev.to/okellodaniel/how-i-built-a-cardiovascular-disease-detector-using-machine-learning-and-fastapi-adi - https://dev.to/okellodaniel/unlocking-practical-machine-learning-skills-with-datatalksclubs-machine-learning-zoomcamp-ccg - https://medium.com/@handsdani/how-i-built-a-cardiovascular-disease-detector-using-machine-learning-and-fastapi-b9f0ba3c083c?source - position: 22 display_name: Rui Pinto total_score: 138 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 10 questions_score: 7 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/RuiFSP/ml-zoomcamp/blob/main/01-intro-homework/homework01.ipynb learning_in_public_links: - https://x.com/RuiFSPinto/status/1841073613497131397 - https://www.linkedin.com/feed/update/urn:li:activity:7246844382216081409/ - https://dly.to/AcKf60dabWt - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 5 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/RuiFSP/ml-zoomcamp/blob/main/02-regression/homework02.ipynb learning_in_public_links: - https://x.com/RuiFSPinto/status/1843341119385702467 - https://app.daily.dev/posts/week-2-of-machine-learning-zoomcamp-complete--cg24oxchi - https://www.linkedin.com/feed/update/urn:li:activity:7249111592989052929/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/RuiFSP/ml-zoomcamp/blob/main/03-classification/homework03.ipynb learning_in_public_links: - https://x.com/RuiFSPinto/status/1844662821658730780 - https://app.daily.dev/posts/week-3-of-machine-learning-zoomcamp-complete--iqyftqmiy - https://www.linkedin.com/feed/update/urn:li:activity:7250433376875147265/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 8 questions_score: 5 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/RuiFSP/ml-zoomcamp/blob/main/04-evaluation/homework04.ipynb learning_in_public_links: - https://x.com/RuiFSPinto/status/1848072289083928762 - https://app.daily.dev/posts/week-4-of-machine-learning-zoomcamp-complete--jxkef3luj - https://www.linkedin.com/feed/update/urn:li:activity:7253844457857441792/ - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/RuiFSP/ml-zoomcamp/tree/main/05-deployment/homework05 learning_in_public_links: - https://x.com/RuiFSPinto/status/1850563333298008381 - https://app.daily.dev/posts/week-5-of-machine-learning-zoomcamp-complete--gfthmwfcq - https://www.linkedin.com/feed/update/urn:li:activity:7256331969607729152/ - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 5 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/RuiFSP/ml-zoomcamp/blob/main/06-trees/homework06/homework06.ipynb learning_in_public_links: - https://x.com/RuiFSPinto/status/1853148598252224551 - https://app.daily.dev/posts/completed-week-6-of-mlzoomcamp--dchaqaxfs?userid=78OkNsAAvqZOERBv0RqQV&cid=share_post - https://www.linkedin.com/feed/update/urn:li:activity:7258917319291129856/ - 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https://x.com/sallybakar89/status/1865147657787777469 - https://x.com/sallybakar89/status/1865147790566826230 - https://x.com/sallybakar89/status/1865148130942980363 - https://x.com/sallybakar89/status/1865148964481200215 - https://www.linkedin.com/posts/abubakar-salimon-846502123_i-am-excited-to-share-my-experience-in-the-activity-7270912100992999424-LNFq?utm_source=share&utm_medium=member_desktop - https://web.facebook.com/share/p/18SFS1sszw/ - https://web.facebook.com/share/p/1CsYRLyF7w/ - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/sallybakar/Serverless_homework09.git faq_contribution: Keep the good work up learning_in_public_links: - https://www.linkedin.com/posts/ajinomoto-co--inc-_click-here-to-learn-more-about-smart-salt-activity-7265174120647086080-wa_N?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/connex-ltd_athena-ai-the-future-of-customer-experience-activity-7216051759146774530-1yAM?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/londontfe_our-year-end-gift-from-london-training-activity-7269681472825929728-gZB6?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/vishal-singh-b3a1a9113_cte-activity-7271144628077105152-bAGn?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/dr-%E2%80%98bosun-tijani-1b027b_ugcPost-7272220330817945602-223B?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/averyjsmith_youre-still-a-data-analyst-even-if-activity-7271584279950671872-OW31?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ikechukwuosuya_ai-education-awarri-activity-7272543280620335108-w1Q7?utm_source=share&utm_medium=member_desktop - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/sallybakar/Kubernetes-and-TensorFlow-Serving-for-Machine-Learning-Zoomcamp-2024.git faq_contribution: Zoomcamp is it allowed to enroll for new course now? learning_in_public_links: - 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https://www.linkedin.com/posts/nacke_phd-research-gradschool-activity-7274049317450010624-eAMP?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 27 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 7 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/sallybakar/zoomcamp-midterm-project.git faq_contribution: Is there post bootcamp mentorship in Zoomcamp learning_in_public_links: - https://www.linkedin.com/posts/abubakar-salimon-846502123_i-just-completed-and-submitted-my-midterm-activity-7267559509470896131-zgUE?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/share/p/18cEgGEbZR/ - https://x.com/sallybakar89/status/1861796210350158110 - https://x.com/sallybakar89/status/1861796697489190943 - https://x.com/sallybakar89/status/1861797030663746037 - https://www.linkedin.com/posts/abubakar-salimon-846502123_machine-learning-world-activity-7267563143617302528-7Z4s?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/share/p/1BNnHyctn4/ - project: Capstone 1 project_slug: capstone1 total_score: 10 project_score: 7 peer_review_score: 0 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/sallybakar/Diabetes-risk-assessment.git faq_contribution: I am having a mastery of machine learning. I am so happy. Thank you Zoomcamp learning_in_public_links: - https://www.facebook.com/share/p/15eLkpTVXB/ - https://x.com/sallybakar89/status/1879278984581767214 - project: Capstone 2 project_slug: capstone2 total_score: 21 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/sallybakar/Weather-Temperature-Prediction.git faq_contribution: i love zoomcamp learning_in_public_links: - https://www.linkedin.com/posts/dr-%E2%80%98bosun-tijani-1b027b_nigerianexcellence-activity-7292625528308543489-AW8D?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFbLXtUB3GBw39Lv5vBIMr1WLLc-FH-DTCg - position: 24 display_name: José Luis Martínez total_score: 131 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/Tarea%201.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/ML_Zoomcamp_HW_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/ML_Zommcamp_HW_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/ML_Zoomcamp_HW_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Maxkaizo/tarea5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/hw6/hw6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Maxkaizo/ml_zc_w8_lap/blob/main/hw_notebook.ipynb learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_continuouslearning-machinelearning-datatalksclub-activity-7270177501656633344-UcGJ?utm_source=share&utm_medium=member_desktop - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/w9_notebook.ipynb learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_github-datatalksclubmachine-learning-zoomcamp-activity-7272761886863982593-dfBT?utm_source=share&utm_medium=member_desktop - https://x.com/Maxkaizo_/status/1866996576339759466 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Maxkaizo/MLZoomcamp/blob/main/hw10/hw10.md learning_in_public_links: - 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https://www.linkedin.com/posts/jlmartinezol_machinelearning-deeplearning-healthcareinnovation-activity-7282288031481356289-WNIA?utm_source=share&utm_medium=member_desktop - https://x.com/Maxkaizo_/status/1876523460027093099 - https://www.linkedin.com/posts/jlmartinezol_machinelearning-deeplearning-artificialintelligence-activity-7282898796169031680-YFW0?utm_source=share&utm_medium=member_desktop - https://x.com/Maxkaizo_/status/1877134000579399795 - position: 25 display_name: Marteen total_score: 130 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/garjita63/ml-zoomcamp-2024/blob/main/homework/homework-01.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1727494870458339?thread_ts=1727442952.432859&cid=C0288NJ5XSA learning_in_public_links: - https://garjita-ds.blogspot.com/2024/09/ml-zoomcamp-module-01-introduction-to.html - https://garjita.wordpress.com/2024/09/23/ml-zoomcamp-module-01-introduction-to-machine-learning/ - https://dataengineering2024.blogspot.com/2024/09/ml-zoomcamp-module-01-introduction-to.html - https://gar-oracledba.blogspot.com/2024/09/ml-zoomcamp-module-01-introduction-to.html - https://data-science-engineering.blogspot.com/2024/09/ml-zoomcamp-module-01-introduction-to.html - https://garjita3.wordpress.com/2024/09/23/ml-zoomcamp-module-01-introduction-to-machine-learning/ - https://datakg.wordpress.com/2024/09/23/ml-zoomcamp-module-01-introduction-to-machine-learning/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1bhj9ssSoT1x8UBO321jPBQPCPI-jxIGz#scrollTo=698e2c57-0d4a-4d18-8f87-7dcc5838fcaf - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1Um0UMs46L5F7JQbU2uvqjFjauqRQWCKp/view?usp=sharing - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1VnBoMlL0GHkOkk6-5rYBdIi2vxwCCwAf/view?usp=sharing - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1v-VNtSk7DhrUBS1qvJqPQyxlOWLf2CS0/view?usp=sharing - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/15wLP05V0HR5N6kcpETK_kmA_a9qakDGs/view?usp=sharing - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1gHxnsGG3VvKtJB_mQof92_mahWD1EVQe/view?usp=sharing - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ketut-garjita/ml-zoomcamp-2024/tree/main/homework/homework-09 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ketut-garjita/ml-zoomcamp-2024/tree/main/homework/homework-10 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/ketut-garjita/stock-prediction faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1732582739262719?thread_ts=1732576374.323079&cid=C0288NJ5XSA - project: Capstone 1 project_slug: capstone1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ketut-garjita/caltech-101-classification-model - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ketut-garjita/E-Commerce-Engagement - position: 26 display_name: Tobs total_score: 129 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/01-intro/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_just-wrapped-up-the-first-two-chapters-activity-7243143558705070080-D24X?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/akinmuleya_i-just-completed-week-1-of-the-datatalksclub-activity-7242144081106112514-LP8C?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/02-regression/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_ive-just-completed-week-2-of-the-llm-zoomcamp-activity-7247979654437900288-j8wi?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/03-classification/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_i-just-completed-week-3-of-the-machine-activity-7251766593305686016-OhvK?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/04-evaluation/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_machinelearning-datascience-mlzoomcamp-activity-7254127567807418371-LEGm?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/05-deployment/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_just-completed-week-5-of-the-machine-learning-activity-7256570121748385792-8tic?utm_source=share&utm_medium=member_desktop - https://x.com/Tobs_242/status/1850805298648199593 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/06-tree/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_week-6-of-the-datatalksclub-machine-learning-activity-7258378510061170688-FyFJ?utm_source=share&utm_medium=member_desktop - https://x.com/Tobs_242/status/1852616215975403638 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/08-deep-learning/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_machinelearningzoomcamp-machinelearning-deeplearning-activity-7270523577399967744-CExq?utm_source=share&utm_medium=member_desktop - https://x.com/Tobs_242/status/1864758866489098367 - https://x.com/Tobs_242/status/1864759219724997099 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tobai24/Machine-learning-zoomcamp/blob/main/09-serverless/homework/homework.ipynb - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_common-pitfalls-when-building-generative-activity-7294133542874152961-Cx3M?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/akinmuleya_day-13-of-coding-every-day-till-i-get-a-job-activity-7285081413412913152-bKD8?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/akinmuleya_deep-ml-activity-7285440176300941313-OHzj?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 29 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 3 peer_review_learning_in_public_score: 1 project_faq_score: 0 passed: true github_link: https://github.com/Tobai24/ECG-Arrhythmia-Classifier learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_machinelearningzoomcamp-activity-7266867523441061888-oyZJ?utm_source=share&utm_medium=member_desktop - https://x.com/Tobs_242/status/1861102755621871698 - https://x.com/Tobs_242/status/1861103630109073488 - project: Capstone 2 project_slug: capstone2 total_score: 30 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 1 project_faq_score: 0 passed: true github_link: https://github.com/Tobai24/Brain_tumor_classifier learning_in_public_links: - https://www.linkedin.com/posts/akinmuleya_day-24-of-coding-every-day-till-i-get-a-job-activity-7289092594611965952-EplC?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/akinmuleya_day-23-of-coding-every-day-till-i-get-a-job-activity-7288704225499336705-hPrN?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/akinmuleya_day-26-of-coding-every-day-till-i-get-a-job-activity-7289669359117950976-OgL2?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/akinmuleya_day-25-of-coding-every-day-till-i-get-a-job-activity-7289456962214273024-Bdav?utm_source=share&utm_medium=member_desktop - position: 27 display_name: Vlad-Emil Flore total_score: 127 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/blob/main/01-intro-hw.ipynb learning_in_public_links: - https://vladflore.tech/posts/2024/09/machine-learning-zoomcamp-module-1-recap/ - https://vladflore.tech/posts/2024/09/pandas/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/blob/main/02-regression-hw.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/blob/main/03-classification-hw.ipynb learning_in_public_links: - https://vladflore.tech/posts/2024/10/machine-learning-zoomcamp-module-2-recap/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/blob/main/04-classification-evaluation-metrics-hw.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/tree/main/05-deployment-hw - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/blob/main/06-trees-hw.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/blob/main/08-deep-learning-hw.ipynb learning_in_public_links: - https://vladflore.tech/posts/2024/12/machine-learning-zoomcamp-module-3-recap/ - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/tree/main/09-serverless learning_in_public_links: - https://vladflore.tech/posts/2024/12/machine-learning-zoomcamp-module-4-recap/ - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/tree/main/10-k8s projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/tree/main/midterm - project: Capstone 1 project_slug: capstone1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/tree/main/capstone1 - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/vladflore/machine-learning-zoomcamp-cohort-2024/tree/main/capstone2 learning_in_public_links: - https://vladflore.tech/posts/2025/01/machine-learning-zoomcamp-module-5-recap/ - position: 28 display_name: Nevin Polat total_score: 127 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week1/ml-hw1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week2/ml-hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week3/ml-hw3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week4/ml-hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week5/ml-w5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week6/ml-hw6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week8/ml-hw8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week9/ml-hw9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nevinpolat/ml-zoomcamp/blob/main/week10/ml-hw10.ipynb - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: Article homework_slug: article total_score: 21 questions_score: 20 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nevinpolat/ml-article learning_in_public_links: - https://www.linkedin.com/posts/nevin-polat_github-nevinpolatml-article-activity-7296643279603793920-ULOs/?rcm=ACoAAEx_Sl4BjPWRS9DdbduKuchg4mrYJLJpiH4 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 3 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nevinpolat/cruelty-free-cosmetics learning_in_public_links: - https://www.linkedin.com/posts/nevin-polat_machinelearning-crueltyfree-cosmetics-activity-7259125665147273217-TFan/ - https://www.linkedin.com/posts/nevin-polat_github-nevinpolatcruelty-free-cosmetics-activity-7267060725439762432-LkRl/ - https://www.linkedin.com/posts/nevin-polat_github-nevinpolatcruelty-free-cosmetics-activity-7267584923069255682-qS0D/ - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nevinpolat/dataflix - position: 29 display_name: Patrick Edosoma total_score: 125 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PATRICK079/DATA-TALKCLUB.git - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 2 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/PATRICK079/DATATALKSCLUB-REGRESSION.git faq_contribution: Hello to everyone, I’ve just started this amazing course and I have a small doubt about the limit time to send the homework, which UTC or time zone is? I helped to resolve this challenge by helping him identify the correct time zone to his country learning_in_public_links: - https://www.linkedin.com/posts/patrickedosoma_ml-zoomcamp-110-summary-of-session-1-activity-7248967950102122498-aV2u?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 4 faq_score: 0 learning_in_public_score: 3 learning_in_public_links: - https://www.linkedin.com/posts/patrickedosoma_ml-zoomcamp-42-accuracy-and-dummy-model-activity-7253079885932363777-4YCT?utm_source=share&utm_medium=member_desktop - https://x.com/im__patoo/status/1847314716357734511 - https://x.com/im__patoo/status/1847315214863094123 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Article homework_slug: article total_score: 21 questions_score: 20 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/patrickedosoma_bidabrchallenge-bidabrml-activity-7271887168283820032-_Go9?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/PATRICK079/Operation-Mind-Shield.git learning_in_public_links: - https://www.linkedin.com/posts/patrickedosoma_machinelearning-datascience-ai-activity-7265704051730698241-AuhT?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 1 project_faq_score: 0 passed: true github_link: https://github.com/PATRICK079/Osteoporosis_knee_Classification.git learning_in_public_links: - https://www.linkedin.com/posts/patrickedosoma_merrychristmas-machinelearning-datascience-activity-7278022165340315649-pcvS?utm_source=share&utm_medium=member_desktop - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 3 project_faq_score: 0 passed: true github_link: https://github.com/PATRICK079/LOAN_DEFAULT_PREDICTION.git learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7224786402595508224?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/patrickedosoma_im-excited-to-share-my-recent-project-on-activity-7224790437377544193-Smu5?utm_source=share&utm_medium=member_desktop - position: 30 display_name: Gifted Shaw total_score: 122 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 12 questions_score: 7 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%201/homework1.ipynb faq_contribution: wget not recognized and resolve learning_in_public_links: - https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%201/homework1.ipynb - https://www.linkedin.com/feed/update/urn:li:activity:7246919512636219393/ - https://medium.com/@masiff346/learning-machine-learning-journey-c3b47f018aeb - https://www.youtube.com/@TechTonic-ub3le/community - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 2 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%202/homework2.ipynb faq_contribution: Rmse value error learning_in_public_links: - https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%202/homework2.ipynb - https://medium.com/@masiff346/exciting-journey-in-machine-learning-894da5b400bc - https://www.linkedin.com/feed/update/urn:li:activity:7250197026280247296/ - https://www.youtube.com/@TechTonic-ub3le/community - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 10 questions_score: 5 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%203/homework3.ipynb faq_contribution: zip file extract to csv file learning_in_public_links: - https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%203/homework3.ipynb - https://www.linkedin.com/feed/update/urn:li:activity:7251960095436120064/ - https://www.youtube.com/@TechTonic-ub3le/community - https://medium.com/@masiff346/module-3-classification-of-the-machine-learning-5b269a1fee55 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 11 questions_score: 6 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%204/homework4.ipynb faq_contribution: some problem on k fold learning_in_public_links: - https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%204/homework4.ipynb - https://www.linkedin.com/feed/update/urn:li:activity:7254539150454890497/ - https://medium.com/@masiff346/evaluation-metrics-for-machine-learning-models-b52c459cf6f0 - https://www.youtube.com/@TechTonic-ub3le/community - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 11 questions_score: 6 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/m-asif1/ML-Zoomcamp/tree/main/module%205/homework5 faq_contribution: some issues in env and dockers learning_in_public_links: - https://github.com/m-asif1/ML-Zoomcamp/tree/main/module%205/homework5 - https://www.linkedin.com/feed/update/urn:li:activity:7257103834953465856/ - https://www.youtube.com/@TechTonic-ub3le/community - https://medium.com/@masiff346/machine-learning-deployment-module-7f8a4734b4d8 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 4 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/m-asif1/ML-Zoomcamp/blob/main/module%206/homework6.ipynb faq_contribution: some issues on ensemble and feature learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7259927779176005633/ - https://www.youtube.com/@TechTonic-ub3le/community - https://medium.com/@masiff346/decision-trees-and-ensemble-learning-225fc02be7ce - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 10 questions_score: 5 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/m-asif1/ML-Zoomcamp/tree/main/module9/homework9 faq_contribution: some libraries issues learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7274418759103111169/ - https://www.youtube.com/@TechTonic-ub3le/community - https://medium.com/@masiff346/serverless-ml-deployments-dcf62ef917bf - https://github.com/m-asif1/ML-Zoomcamp/tree/main/module%209/homework9 projects: - project: Midterm Project project_slug: midterm total_score: 27 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/m-asif1/ML-Zoomcamp/tree/main/Midterm%20Project faq_contribution: some issues on deployment and test learning_in_public_links: - https://github.com/m-asif1/ML-Zoomcamp/tree/main/Midterm%20Project - https://www.linkedin.com/feed/update/urn:li:activity:7267193363429253124/ - https://www.youtube.com/@TechTonic-ub3le/community - https://medium.com/@masiff346/machine-learning-journey-project-852825b9ac07 - project: Capstone 2 project_slug: capstone2 total_score: 26 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/m-asif1/ML-Zoomcamp/tree/main/CapstoneProject2 faq_contribution: some libraries compatibility issues learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7292605714898821120/ - https://www.youtube.com/@TechTonic-ub3le/community - https://github.com/m-asif1/ML-Zoomcamp/tree/main/CapstoneProject2 - https://medium.com/@masiff346/solar-power-forecasting-model-with-flask-docker-be3085033322 - position: 31 display_name: Angry Shtern total_score: 119 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1-gAUJaJpCZBr0aDqdvWxG9GL9yYi-Poz?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1FpTHdmDp__dgjiFSTen6A91Pk0Dh5H05?usp=sharing learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw03.ipynb learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw04.ipynb learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/tree/main/deployment learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/tree/main/deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw05.ipynb learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw05.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/blob/main/hw_ml_zoomcamp/hw8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/tree/main/hw_ml_zoomcamp/homework09 learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/tree/main/hw_ml_zoomcamp/homework09 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OleksiiLatypov/llm-zoomcamp/tree/main/hw_ml_zoomcamp/homework10 learning_in_public_links: - https://github.com/OleksiiLatypov/llm-zoomcamp/tree/main/hw_ml_zoomcamp/homework10 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 8 questions_score: 8 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/OleksiiLatypov/mlzoomcamp-midterm-project learning_in_public_links: - https://github.com/OleksiiLatypov/mlzoomcamp-midterm-project - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/OleksiiLatypov/mlzoomcamp-capstone01 learning_in_public_links: - https://github.com/OleksiiLatypov/mlzoomcamp-capstone01 - position: 32 display_name: Thirsty Robinson total_score: 116 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aashalabi/ml-zoomcamp/tree/main/HW/WK1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk2 learning_in_public_links: - https://www.digitalocean.com/community/tutorials/workflow-downloading-files-curl - https://otexts.com/fpp2/regression-intro.html - https://realpython.com/linear-regression-in-python/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk3 learning_in_public_links: - https://www.youtube.com/watch?v=2v39dj-PwoA&t=4s&ab_channel=RegenerativeToday - https://realpython.com/linear-regression-in-python/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk4 learning_in_public_links: - https://scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_curve.html - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk6 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk8 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/wk10 projects: - project: Midterm Project project_slug: midterm total_score: 14 project_score: 14 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/aashalabi/ml-zoomcamp-hw/tree/main/midterm_proj - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/aashalabi/ml-zoomcamp-project/tree/main learning_in_public_links: - https://www.youtube.com/watch?v=nZU9_2bTNTM&ab_channel=MyCloudTutorials - project: Capstone 2 project_slug: capstone2 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/aashalabi/mlzoom_capstone2 learning_in_public_links: - https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax - position: 33 display_name: Awesome Rubin total_score: 115 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/02-regression - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/03-classification - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/04-evaluation - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/06-trees - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/08-deep-learning - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/blob/main/09-serverless-deep-learning%20/homework_09.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/10-kubernetes-and-tensorflow projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/midterm-project - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/01-capstone-project - project: Capstone 2 project_slug: capstone2 total_score: 15 project_score: 15 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/nathadriele/machine-learning-zoomcamp/tree/main/02-capstone-project - position: 34 display_name: Juan Graü total_score: 115 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 10 questions_score: 7 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod%201/homework.ipynb learning_in_public_links: - https://x.com/ai_data_journey/status/1836505917803892770 - https://x.com/ai_data_journey/status/1837927673273762266 - https://x.com/ai_data_journey/status/1838264742252568971 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod_2/homework.ipynb learning_in_public_links: - https://x.com/ai_data_journey/status/1843018700015972649 - https://x.com/ai_data_journey/status/1843019605226434569 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod_3/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod_4/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod_5/homework/homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod_8/DeepLearningHomework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juangrau/DTC-ML-course/blob/main/mod_9/Homework-Serverless.ipynb - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/juangrau/ML-Midterm-Project - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/juangrau/ML-Capstone-Project-1 - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/juangrau/ML-Capstone-Project-2 - position: 35 display_name: Elated Nash total_score: 113 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/marvik/leads_work - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/marvik/ml_zoomcamp_capstone_1 - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/marvik/ml_zoomcamp_capstone_2 - position: 36 display_name: Alex Khvatov total_score: 113 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_i-am-taking-ml-zoomcamp-from-datatalksclub-activity-7243067068760100864-V6Dz?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/02-regression/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7249093984575197185-GGv5?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/03-churn/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_i-continue-my-journey-through-ml-zoomcamp-activity-7251607014705934337-hZ7l?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/04-evaluation_metrics/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7254207159855464449-_DhC?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/05-deployment/homework.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.eyjdc856xwfg learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7256383693462671360-qM_5?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/06-credit-risk-project/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7258965418805989376-wc2J?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/blob/main/08-fasion_classification/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7269102127820554241-LuDG?utm_source=share&utm_medium=member_desktop - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlzoomcamp-ch09/tree/e723636da65dba69ebf7c18dc62b2682277d92c3/09-serverless/homework learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7271594088024485888-kDb0?utm_source=share&utm_medium=member_desktop - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/tree/main/10-kubernetes learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7275335827587493888-bfaD?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/khvatov/machine-learning-zoomcamp-homework/tree/main/midterm_project learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_mlzoomcamp-activity-7263966401575448576-9izK?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/khvatov/machine-learning-zoomcamp-capstone learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov-18b2ba5_dataset-information-activity-7281684403473289217-b-xJ?utm_source=share&utm_medium=member_desktop - https://www.facebook.com/share/p/18AMcsVGnV/ - position: 37 display_name: Aleksandr S total_score: 113 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-s-888/fork-ml-zoomcamp projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/alex-s-888/Insurance-Promotion - project: Capstone 1 project_slug: capstone1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/alex-s-888/Blurry-Image-Detection - project: Capstone 2 project_slug: capstone2 total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/alex-s-888/Blurry-Image-Detection-FFT - position: 38 display_name: Angry Babbage total_score: 113 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/blob/main/01_intro/howework1_sep20_24.ipynb faq_contribution: I helped by providing the link for the due dates and the correct code for downloading the dataset. Since these are already included in the FAQ, I didn't document them additionally. - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/blob/main/02_regression/hw2_october1new.ipynb faq_contribution: I've contributed to multiple discussions regarding whether to apply log transformation during the homework. I've answered several questions and participated in threads that discuss a possible issue with the fourth question's possible answers. - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/blob/main/03_classification/hw3_october11_revised.ipynb faq_contribution: I have attended discussions about the fourth question. - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/blob/main/04_evaluation/hw4_october20.ipynb faq_contribution: I have participated in discussions about ROC curves for different models. - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/tree/main/05_deployment faq_contribution: I have attended two discussions about the homework. - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/blob/main/06_tree/hw6_october31.ipynb faq_contribution: I attended discussions about the homework. - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/blob/main/08_deep_learning/hw7_november29.ipynb faq_contribution: I attended some discussions. - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/tree/main/09_serverless/hw9_docker faq_contribution: I attended discussions related the homework. - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/f-kuzey-edes-huyal/ml_zoomcamp_2024/tree/main/10_kubernetes/homework faq_contribution: I have asked one question in slack about the test file. projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/f-kuzey-edes-huyal/loan_default_prediction - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/f-kuzey-edes-huyal/stock_price_prediction - position: 39 display_name: Amazing Willis total_score: 113 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/blob/8811fa0f0d3b4eeb68684ffe5f2f709fd40601b3/module1/homework/notebook/homework1.ipynb faq_contribution: 'I added "Question 5: Why is the mode returned as a Series instead of a single value in my DataFrame?"' - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/blob/main/module2/homework/notebook/homework2.ipynb faq_contribution: 'I added the topic: "Warning about modifying Dataframes inside functions"' - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/blob/main/module3/homework/notebook/homework3.ipynb faq_contribution: I added "Choosing smaller C that leads to best accuracy in Homework 3 Question 6" - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/blob/main/module%204/homework/notebook/homework4.ipynb faq_contribution: I added "How do I interpret precision and recall?" - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/tree/main/module5/homework faq_contribution: 'I added: "AWS Discontinues Support for Launch Configurations"' - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/blob/main/module6/homework/notebook/homework6.ipynb faq_contribution: 'I added: How to ensure "none" values are not interpreted as NaN when reading a CSV file in Pandas' - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/blob/main/module8/homework faq_contribution: I added "How did I resolve the out of memory (OOM) issue when training my model on a GPU?" - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/tree/main/module%209/homework faq_contribution: 'I added "Error: A module that was compiled using NumPy 1.x cannot be run in NumPy 2.2.0 as it may crash"' - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karinait/ml-zoomcamp/tree/main/module10/homework projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/karinait/credit_card_fraud_predictor.git faq_contribution: I added "Why doesn’t the eb create command use the latest version of my Dockerfile?" - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/karinait/fashion-classification.git faq_contribution: I added "How to Use AWS SAM CLI to Create a Lambda Function as a Container Image" - position: 40 display_name: Zwe Htet Paing total_score: 111 homeworks: - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zwe-htet-paing/ml-zoomcamp-test/blob/homework/04-evaluation/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/zwe-htet-paing/ml-zoomcamp-test/tree/homework/05-deployment learning_in_public_links: - https://www.projectpro.io/article/machine-learning-model-deployment/872 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/zwe-htet-paing/ml-zoomcamp-test/blob/homework/06-trees/homework.ipynb learning_in_public_links: - https://www.datacamp.com/tutorial/xgboost-in-python - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/zwe-htet-paing/ml-zoomcamp-test/blob/homework/08-deep-learning/homework.ipynb learning_in_public_links: - https://cs231n.github.io/ - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/zwe-htet-paing/ml-zoomcamp-test/blob/homework/09-serverless/homework.ipynb learning_in_public_links: - https://docs.aws.amazon.com/lambda/latest/dg/images-create.html#:~:text=To%20create%20a%20Lambda%20function,Region%20as%20the%20Lambda%20function. - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zwe-htet-paing/ml-zoomcamp-test/tree/homework/10-kubernetes - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zwe-htet-paing/house-price-prediction learning_in_public_links: - https://scikit-learn.org/1.5/modules/generated/sklearn.model_selection.GridSearchCV.html - https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zwe-htet-paing/fashion-apparel-image-classificaition - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zwe-htet-paing/bitcoin-investment-decision - position: 41 display_name: Jorge Eliecer Lambraño Arroyo total_score: 110 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homerwork01/cohorts/2024/01-intro/homework01.ipynb learning_in_public_links: - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7242348445292756992-gbvZ?utm_source=share&utm_medium=member_desktop - https://x.com/jelambrar/status/1836583112177824182 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework02/cohorts/2024/02-regression/homework02.ipynb learning_in_public_links: - https://x.com/jelambrar/status/1842679867143233849 - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_machinelearning-datascience-datatalksclub-activity-7248446127719485440-yjlv?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework03/cohorts/2024/03-classification/homework03.ipynb learning_in_public_links: - https://x.com/jelambrar/status/1845516001732919489 - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7251281397124927488-cr8h?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework04/cohorts/2024/04-evaluation/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7253929502035034113-E2NS?utm_source=share&utm_medium=member_desktop - https://x.com/jelambrar/status/1848164215921475758 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework05/cohorts/2024/05-deployment/homework.md learning_in_public_links: - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7255069552475090944-jUIh?utm_source=share&utm_medium=member_desktop - https://x.com/jelambrar/status/1849304171087884763 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework06/cohorts/2024/06-trees/homework.ipynb learning_in_public_links: - https://x.com/jelambrar/status/1853245512507445521 - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7259012200323846144-sjSu?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 5 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework08/cohorts/2024/08-deep-learning/homework08.ipynb learning_in_public_links: - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7269216742600577024-pEeF?utm_source=share&utm_medium=member_desktop - https://x.com/jelambrar/status/1863452440177029563 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jelambrar96-datatalks/machine-learning-zoomcamp/blob/homework09/cohorts/2024/09-serverless/homework09.ipynb learning_in_public_links: - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-datatalksclubmachine-learning-zoomcamp-activity-7273580846052261888-WrLu?utm_source=share&utm_medium=member_desktop - https://x.com/jelambrar/status/1867815586396614975 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jelambrar96-datatalks/water-quaily-predictor-mlzoomcamp - project: Capstone 2 project_slug: capstone2 total_score: 27 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jelambrar96-datatalks/house-price-predictor learning_in_public_links: - https://www.linkedin.com/posts/jorge-lambra%C3%B1o-a64662157_github-jelambrar96-datatalkshouse-price-predictor-activity-7289472239664529408-KUkU?utm_source=share&utm_medium=member_desktop - https://x.com/jelambrar/status/1883707797503910250 - position: 42 display_name: Nervous Payne total_score: 110 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/01-intro/assignment/homework_1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/02-regression/assignment/homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/03-classification/assignment/homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/04-evaluation/assignment/homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/05-deployment/assignment2/homework5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/06-trees/assignment_2024/hw6_2024.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/08-deep%20learning/assignment/hw8_2024.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/09-serverless/hw9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/machine-learning/blob/main/10-kubernetes/hw10.ipynb - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 11 questions_score: 11 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jyphotography/machine-learning/tree/main/midterm - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jyphotography/demand-forecasting - position: 43 display_name: Beautiful Boyd total_score: 108 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/machine-learning-zoomcamp/blob/main/01-intro/homework1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/machine-learning-zoomcamp/blob/main/02-regression/homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/machine-learning-zoomcamp/blob/main/03-churn_prediction_project/homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/machine-learning-zoomcamp/blob/main/04-evaluation_metrics/homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/arsonor/machine-learning-zoomcamp/tree/main/05-deployment/homework5 faq_contribution: "Elastic Beanstalk ‘eb create’: ERROR\r\n\r\nAnother option\ \ is to run only eb create and follow the wizard options:\r\nEnter Environment\ \ Name\r\n(default is churn-serving-dev): churn-serving-dev\r\nEnter DNS CNAME\ \ prefix\r\n(default is churn-serving-dev): churn-serving-dev\r\n\r\nSelect\ \ a load balancer type\r\n1) classic\r\n2) application\r\n3) network\r\n(default\ \ is 2): 1\r\n\r\nWould you like to enable Spot Fleet requests for this environment?\ \ (y/N): y\r\nEnter a list of one or more valid EC2 instance types separated\ \ by commas (at least two instance types are recommended).\r\n(Defaults provided\ \ on Enter): just type ‘enter’" - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/machine-learning-zoomcamp/blob/main/06-credit_risk_scoring_project/homework6.ipynb - 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project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/arsonor/music-genre-classification-with-deep-learning learning_in_public_links: - https://www.linkedin.com/posts/martindornic_github-arsonormusic-genre-classification-with-deep-learning-activity-7292485472524599296-tN1F?utm_source=share&utm_medium=member_desktop&rcm=ACoAABr2BEABYTmUzQvQsS5Nfsn58OG9utSfwLI - position: 44 display_name: Silly Booth total_score: 107 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/trnq-eu/ml-zoomcamp-2024/blob/main/01_intro_to_machine_learning_homework.ipynb learning_in_public_links: - https://bsky.app/profile/trnqeu.bsky.social/post/3l4da36g7232e - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/trnq-eu/ml-zoomcamp-2024/blob/main/02_homework_2024.ipynb learning_in_public_links: - 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homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/trnq-eu/ml-zoomcamp-2024/tree/main/lesson%2010/homework-2024 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/trnq-eu/ml-zoomcamp-2024/tree/main/projects/midterm learning_in_public_links: - https://bsky.app/profile/trnqeu.bsky.social/post/3lal72rrjx22f - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/trnq-eu/ml-zoomcamp-2024/tree/main/projects/capstone01 faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1733748503871939 learning_in_public_links: - https://bsky.app/profile/trnqeu.bsky.social/post/3leve6dniic2p - position: 45 display_name: VNThermos total_score: 106 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/blob/main/Chap01/check_version.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/blob/main/Chap02/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/blob/main/Chap03/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/blob/main/Chap04/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/tree/main/Chap05/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/blob/main/Chap06/homework/homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/blob/main/Chap08/homework/homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/tree/main/Chap09/homework - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n0aHVN/ML_Zoomcamp2024/tree/main/Chap10/homework projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/n0aHVN/ML_Zoomcamp2024_Midterm - project: Capstone 1 project_slug: capstone1 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/n0aHVN/MLZoomcampCapstone1 - project: Capstone 2 project_slug: capstone2 total_score: 18 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/n0aHVN/MLZoomcampCapstone2 learning_in_public_links: - https://docs.ultralytics.com/guides/ - position: 46 display_name: Jorge Danussi total_score: 106 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-01 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-02 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-03 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-04 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-06 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-08 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-09 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/ml-zoomcamp-2024/tree/main/homework-10 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jdanussi/ml-zoomcamp-2024-midterm-project learning_in_public_links: - https://www.linkedin.com/posts/jorge-anibal-danussi_github-jdanussiml-zoomcamp-2024-midterm-project-activity-7266925956894806019-5hj-?utm_source=share&utm_medium=member_desktop - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jdanussi/ml-zoomcamp-2024-final-project learning_in_public_links: - https://www.linkedin.com/posts/jorge-anibal-danussi_github-jdanussiml-zoomcamp-2024-final-project-activity-7291814698654564354-G0BC?utm_source=share&utm_medium=member_desktop - position: 47 display_name: Guzel Bayazitova total_score: 105 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/tree/main - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_2.ipynb learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_3.ipynb learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_5.ipynb learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_5_Predict_test.ipynb - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_5_predict.py - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_6.ipynb learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_8.ipynb learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_9.ipynb learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Homework_9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Guzel2021/ML_Zoomcamp/tree/main/Homework_10 learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/tree/main/Homework_10 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Guzel2021/ML_Zoomcamp/tree/main/Midterm_Project learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Midterm_Project/Student_Performance.ipynb - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Guzel2021/ML_Zoomcamp/tree/main/Capstone_1 learning_in_public_links: - https://github.com/Guzel2021/ML_Zoomcamp/blob/main/Capstone_1/README.md - position: 48 display_name: Kamoliddin Nabijonov total_score: 104 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/blob/main/Homework_1_Introduction_to_Machine_Learning/main.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/blob/main/Homework_2_Machine_Learning_for_Regression/main.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/blob/main/Homework_3_Machine_Learning_for_Classification/main.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/blob/main/Homework_4_Evaluation_Metrics_for_Classification/main.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/tree/main/Homework_5_Deploying_Machine_Learning_Models - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/blob/main/Homework_6_Decision_Trees_and_Ensemble_Learning/main.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/blob/main/Homework_8_Neural_Networks_and_Deep_Learning/main.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/tree/main/Homework_9_Serverless_Deep_Learning - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamoliddin-Nabijonov/machine-learning-zoomcamp-2024/tree/main/Homework_10_Kubernetes_and_TensorFlow_Serving projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Kamoliddin-Nabijonov/Energy-consumption-prediction - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Kamoliddin-Nabijonov/Brain-Tumor-Classification - position: 49 display_name: Funny Taussig total_score: 104 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework_intro.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/02-regression/homework_regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/03-classification/homework_classification.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/04-evaluation/homework_evaluation.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/tree/master/cohorts/2024/05-deployment/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/06-trees/homework.md - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/08-deep-learning/homework.md - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/09-serverless/homework.md - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dieegogutierrez/machine-learning-zoomcamp/blob/master/cohorts/2024/10-kubernetes/homework.md - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/dieegogutierrez/heart-attack-model - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/dieegogutierrez/rock-paper-scissors-model - position: 50 display_name: Timur total_score: 103 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/blob/main/Homework/homework_01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/blob/main/Homework/homework_02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/blob/776288af505d870c6f0a1a857dd09bbb4e316bc9/Homework/homework_03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/blob/4274f608f842e5ecc5f97214aeba64fd44f4a312/Homework/homework_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/tree/a57434b3fffd06ac913d1b387c43d94a703998ca/Homework/homework_05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/blob/56525810583b6afec585b30315c7e82f76a7ba98/Homework/homework_06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/blob/63285e619c927c885b2d244279f387fabc9e4d27/Homework/homework_08.ipynb faq_contribution: "Saturn Cloud error (in Jupyter Notebook):\r\n\r\nImportError:\ \ cannot import name 'runtime_version' from 'google.protobuf'\r\n\r\nCan be\ \ resolved by updating protobuf:\r\n\r\n!pip install -U protobuf\r\n\r\nWorks\ \ for tensorflow 2.17.0 and protobuf 4.25.5 (5.29.0 after updating)" - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/tree/918cb0fa37989560006adc9f6fb623c463baf6cf/Homework/homework_09 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/ML-Zoomcamp/tree/88fc0d7b3ba0459a81011832ea3b4fb37a567315/Homework/homework_10 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/timur-surkhaev/Diabetes-Prediction.git learning_in_public_links: - https://x.com/TimurSurkhaev/status/1861052981187104977 - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/timur-surkhaev/Heart-Disease-Prediction - position: 51 display_name: Vitaly Pankratov total_score: 103 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/01-intro/homework.py - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/02-regression/my_homework_2.ipynb faq_contribution: "For question 4 I got following rmse:\r\n\r\n\r\n\r\n\r\n\r\n\ \r\n\r\nX_train = prepare_X_zeros(df_train)\r\nfor r in [0, 0.01, 0.1, 1, 5,\ \ 10, 100]:\r\n w0, w = train_linear_regression_reg(X_train, y_train, r=r)\r\ \n X_val = prepare_X_zeros(df_val)\r\n y_pred = w0 + X_val.dot(w)\r\n\ \ \r\n score = round(rmse(y_val, y_pred),2)\r\n print(f\"r: {r}, score:\ \ {score}\")\r\nr: 0, score: 597.36\r\nr: 0.01, score: 597.36\r\nr: 0.1, score:\ \ 597.35\r\nr: 1, score: 597.21\r\nr: 5, score: 597.01\r\nr: 10, score: 597.06\r\ \nr: 100, score: 597.9\r\n\r\nSo the answer should be r=5\r\n\r\nI helped some\ \ people in slack and also Kuzey Edes helped to me." - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/03-classification/my_homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/04-evaluation/my_homework_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/tree/master/05-deployment/hw_5_mlzoomcamp - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/06-trees/my_homework_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/08-deep-learning/my_homework_8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/blob/master/09-serverless/my_homework_9.py - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/MLzoomcamp/tree/master/10-kubernetes/my_homework_10 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Stayermax/MLzoomcamp_midterm_project learning_in_public_links: - https://www.youtube.com/watch?v=JUG1tZIOF08 - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Stayermax/MLzoomcamp_capstone_project learning_in_public_links: - https://www.youtube.com/watch?v=yBEtLkLQjak&feature=youtu.be - position: 52 display_name: Miranda total_score: 102 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/blob/main/homework_01.ipynb learning_in_public_links: - https://www.linkedin.com/posts/pablo-gomes-miranda_datatalksclub-dataskills-mlzoomcamp2024-activity-7244465878673612800-vnQ_?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/blob/main/homework_02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/blob/main/homework_03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/blob/main/homework_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/tree/main/homework_05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/blob/main/homework_06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/blob/main/homework_08/homework_08.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/tree/main/homework_09 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgdemiranda/ml_zoomcamp_2024/tree/main/homework_10 projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/pgdemiranda/ml_midterm2024 learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7262479741331406848/ - https://www.linkedin.com/feed/update/urn:li:activity:7261859244256219137/ - project: Capstone 1 project_slug: capstone1 total_score: 27 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/pgdemiranda/ml_capstone2024/tree/main learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7284576785193717760/ - https://medium.com/@humanidata/serving-ml-models-with-docker-and-kubernetes-3e2fe3214a48 - position: 53 display_name: Iv total_score: 102 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/01-intro faq_contribution: / - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/02-regression faq_contribution: / - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/03-classification faq_contribution: / - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/04-evaluation faq_contribution: / - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/05-deployment faq_contribution: / - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/06-trees faq_contribution: / - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/08-deep-learning faq_contribution: / - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/09-serverless faq_contribution: / - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ivana-Gerchakova/Machine-Learning-Zoomcamp-2024/tree/main/10-kubernetes faq_contribution: / projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Ivana-Gerchakova/Midterm_project_ML_ZoomCamp_2024 faq_contribution: / - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Ivana-Gerchakova/Capstone-1_ML_ZoomCamp_2024 faq_contribution: / - position: 54 display_name: KIPYEGON HILLARY total_score: 102 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KipyegonH/ml-zoomcamp/blob/main/01intro.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KipyegonH/ml-zoomcamp.git - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KipyegonH/ml-zoomcamp.git - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KipyegonH/ml-zoomcamp/blob/main/04-evaluation.homework/Untitled.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/KipyegonH/ml-zoomcamp.git learning_in_public_links: - https://knowmledge.com/2023/10/14/ml-zoomcamp-2023-deploying-machine-learning-models-part-6/ - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KipyegonH/ml-zoomcamp/tree/main/06%20credit%20scoring - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KipyegonH/ml-zoomcamp/blob/main/deeplearning_homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 2 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/09-serverless learning_in_public_links: - 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homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/GameRuiner/ml-homework/blob/master/04-evaluation/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/markogolovko_metrics-for-evaluating-classification-models-activity-7252377968335880192-ZABp?utm_source=share&utm_medium=member_ios - https://mastodon.social/@GameRuiner/113321730063786002 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/ml-homework/blob/master/05-deployment/homework.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/ml-homework/blob/master/06-trees/homework.ipynb - 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homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/ml_zoomcamp/tree/main/homework_10 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ju-arroyom/midterm_project_ml_zoomcamp - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ju-arroyom/capstone_ml_zoomcamp - position: 59 display_name: Haowei Ting total_score: 101 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hwting1/DataTalksClub-Zoomcamp/tree/main/machine-learning-zoomcamp/2024/Homework1 - 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homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hwting1/DataTalksClub-Zoomcamp/blob/main/machine-learning-zoomcamp/2024/Homework6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hwting1/DataTalksClub-Zoomcamp/blob/main/machine-learning-zoomcamp/2024/Homework8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hwting1/DataTalksClub-Zoomcamp/tree/main/machine-learning-zoomcamp/2024/Homework9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hwting1/DataTalksClub-Zoomcamp/tree/main/machine-learning-zoomcamp/2024/Homework10 projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/hwting1/Machine-Learning-Zoomcamp-Midterm-Project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/hwting1/Machine-Learning-Zoomcamp-Capstone-Project - position: 60 display_name: Vadym Chiernik total_score: 101 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1DEPi0B65rkHGAzBhxSRypaWo7X-viDtt?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1qR-q6Hl1P2wEvM9QNZTIOIQcfAO3mPIx?usp=sharing - 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project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/VadimChernik/house_price_prediction - position: 61 display_name: Admiring Williams total_score: 101 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/02-regression/homework.md - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/03-classification/homework.md - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/04-evaluation/homework.md - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/05-deployment/homework.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/06-trees/homework.md - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/08-deep-learning/homework.md - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/09-serverless/homework.md - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/10-kubernetes/homework.md projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sgkertsos/predict-house-price - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sgkertsos/traffic-sign-classification - 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homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/taikuchou/machine-learning-zoomcamp/blob/main/09_serverless/homework09.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/taikuchou/machine-learning-zoomcamp/tree/main/10_kubernetes projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/taikuchou/machine-learning-zoomcamp/tree/main/midterm-project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/taikuchou/ml-capstone - position: 67 display_name: Ranga Hande total_score: 99 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/01-intro - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/02-regression - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/03-classification - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/04-evaluation - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/06-trees - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/08-deep-learning - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/09-serverless-1 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/ml-zoomcamp-2024/tree/main/homework/10-kubernetes projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ranga4all1/student-dropout-and-success-prediction learning_in_public_links: - https://open.spotify.com/show/6MOWOQgC3e4UJHuQP5J4Wf - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ranga4all1/geo-image-classification - position: 68 display_name: jsandon total_score: 99 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024 projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024/tree/main/Midterm%20Project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/JorgeSandon/ML-ZoomCamp-Cohorts-2024/tree/main/Capstone%201 - position: 69 display_name: Peaceful Herschel total_score: 99 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/01-intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/02-regression/homework.ipynb learning_in_public_links: - https://medium.com/@tomojpin1234_98257/hello-world-54185d807bc3 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/03-classification/homework.ipynb learning_in_public_links: - https://medium.com/@tomojpin1234_98257/910f8f3b1054 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/04-evaluation/homework.ipynb learning_in_public_links: - https://medium.com/@tomojpin1234_98257/ml-zoomcamp-week-4-evaluation-a136548ed270 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/05-deployment/readme.md learning_in_public_links: - https://medium.com/@tomojpin1234_98257/ml-zoomcamp-week-5-deployment-5c55e9004e56 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/06-trees/homework.ipynb learning_in_public_links: - https://medium.com/@tomojpin1234_98257/ml-zoomcamp-week-6-trees-b5a071567ea5 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tomojpin1234/machine-learning-zoomcamp/blob/main/cohorts/2024/08-deep-learning/homework.ipynb learning_in_public_links: - https://medium.com/@tomojpin1234_98257/ml-zoomcamp-week-8-deep-learning-e956b6b1a2f5?postPublishedType=initial projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tomojpin1234/machine-learning-zoomcamp-2024-midterm learning_in_public_links: - https://medium.com/@tomojpin1234_98257/ml-zoomcamp-midterm-project-aa32b45f16f8 - project: Capstone 1 project_slug: capstone1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tomojpin1234/machine-learning-zoomcamp-2024-capstone-1 learning_in_public_links: - https://medium.com/@tomojpin1234_98257/ml-zoomcamp-capstone-1-project-14812342c904 - position: 70 display_name: Distracted Curie total_score: 98 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/hw01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/blob/master/cohorts/2024/02-regression/hw02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/blob/master/cohorts/2024/03-classification/hw03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/blob/master/cohorts/2024/04-evaluation/hw04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/blob/master/cohorts/2024/05-deployment/homework/hw05.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/blob/master/cohorts/2024/06-trees/hw06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/tree/master/cohorts/2024/09-serverless - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/julrichkieffer/machine-learning-zoomcamp/tree/master/cohorts/2024/10-kubernetes projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/julrichkieffer/portfolio-data-science/tree/ML-Zoomcamp/mid-term/02%20staff%20churn - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/julrichkieffer/portfolio-data-science/tree/ML-Zoomcamp/capstone-1/04%20vehicle%20loan%20default - position: 71 display_name: Sleepy Bartik total_score: 98 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/lm_zoomcamp.git - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/blob/main/src/Homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/blob/main/src/Homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/blob/main/src/Homework_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/blob/main/src/Homework_5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/blob/main/src/Homework_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/blob/main/src/Homework_7.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/tree/main/src/Homework_9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/ml_zoomcamp/tree/main/src/Homework_9 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Flow791/ml_zoomcamp - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Flow791/Capstone_1 - position: 72 display_name: Konstantinos Soufleros total_score: 98 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_1/hw_1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_2/hw_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_3/hw_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_4/hw_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_5/hw_5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_6/hw_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_8/hw_8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_9/hw_9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/ml-zoomcamp/blob/main/homework_10/hw_10.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kostas696/ml-zoomcamp/tree/main/midterm_project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kostas696/ml-zoomcamp/tree/main/capstone_1 - position: 73 display_name: Nilesh Arte total_score: 97 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/nilarte/ml-assignments/blob/main/01-intro/laptops-data.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit#heading=h.camb94vwc4r6 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nilarte/ml-assignments/blob/main/02-regression/laptops-price-prediction.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nilarte/ml-assignments/blob/main/03-classification/term-deposit-prediction.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nilarte/ml-assignments/tree/main/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nilarte/ml-assignments/blob/main/06-trees/jamb-score.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nilarte/ml-assignments/blob/main/08-deep-learning/hair-type.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nilarte/ml-zoomcamp-midterm-project-2024 - project: Capstone 1 project_slug: capstone1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nilarte/ml-zoomcamp-capstone-1-2024 - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nilarte/ml-zoomcamp-capstone-2-2024 - position: 74 display_name: Kemal Dahha total_score: 97 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 7 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_1_homework.ipynb faq_contribution: 'In the FAQ, I provided an answer to the question: How to install Conda environment in my local machine?' learning_in_public_links: - https://x.com/kemaldahha/status/1836137880952992244 - https://x.com/kemaldahha/status/1832368988883501267 - https://x.com/kemaldahha/status/1832810213008617595 - https://x.com/kemaldahha/status/1833228193769152611 - https://x.com/kemaldahha/status/1833598736162767191 - https://x.com/kemaldahha/status/1833743343567716428 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_2_homework.ipynb faq_contribution: "I answered this question in the FAQ:\r\n\r\n\"When I plotted\ \ using Matplot lib to check if median has a tail, I got the error below how\ \ can one bypass? FutureWarning: is_categorical_dtype is deprecated and will\ \ be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\"" learning_in_public_links: - https://medium.com/@kemaldahha/understanding-linear-regression-by-deriving-the-normal-equation-364d9295be1b - https://x.com/kemaldahha/status/1841739726866309567 - https://x.com/kemaldahha/status/1841359824040145225 - https://x.com/kemaldahha/status/1837849571617038693 - https://x.com/kemaldahha/status/1837850917686710466 - https://x.com/kemaldahha/status/1837590737204003019 - https://x.com/kemaldahha/status/1836482246154555874 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 6 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_3_notes.ipynb faq_contribution: What is the difference between .decision_function() and .predict_proba()? learning_in_public_links: - https://x.com/kemaldahha/status/1844717300764533079 - https://x.com/kemaldahha/status/1844129779144147296 - https://x.com/kemaldahha/status/1843530481834348701 - https://x.com/kemaldahha/status/1843360375041146932 - https://x.com/kemaldahha/status/1842866035105432046 - https://x.com/kemaldahha/status/1845912431614201918 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_4_homework.ipynb faq_contribution: "Answered the question:\r\nWhich ide is recommended for machine\ \ learning?" learning_in_public_links: - https://x.com/kemaldahha/status/1848597930254406131 - https://x.com/kemaldahha/status/1848598008243392597 - https://x.com/kemaldahha/status/1848444636093903177 - https://x.com/kemaldahha/status/1848444743761469844 - https://x.com/kemaldahha/status/1847140839442481515 - https://x.com/kemaldahha/status/1846645058394603870 - https://x.com/kemaldahha/status/1846066439326769534 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_5_homework/week_5_homework.ipynb faq_contribution: How to use a specific python version (e.g. 3.11) from conda with pipenv? learning_in_public_links: - https://x.com/kemaldahha/status/1851677579935195420 - https://x.com/kemaldahha/status/1851527458358481122 - https://x.com/kemaldahha/status/1851126563737051143 - https://x.com/kemaldahha/status/1850634010604491029 - https://x.com/kemaldahha/status/1850634119627301270 - https://x.com/kemaldahha/status/1850634844394676311 - https://x.com/kemaldahha/status/1851677646532256046 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_6_homework.ipynb faq_contribution: Why does DecisionTreeClassifier and DecisionTreeRegressor not throw an error when there are nan (missing) values in the feature matrix? learning_in_public_links: - https://x.com/kemaldahha/status/1853553079758549231 - https://x.com/kemaldahha/status/1853553136121544932 - https://x.com/kemaldahha/status/1853553221337583809 - https://x.com/kemaldahha/status/1853553254157697208 - https://x.com/kemaldahha/status/1852813804284825780 - https://x.com/kemaldahha/status/1852613324191461693 - https://x.com/kemaldahha/status/1853552774056759634 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kemaldahha/machine-learning-course/blob/main/week_8_homework.ipynb faq_contribution: 'Saturn Cloud: OpenSSL version mismatch. Built against 30000020, you have 30300020' learning_in_public_links: - https://x.com/kemaldahha/status/1861823459770196235 - https://x.com/kemaldahha/status/1862232347946418687 - https://x.com/kemaldahha/status/1862232429332730169 - https://x.com/kemaldahha/status/1862232462237032740 - https://x.com/kemaldahha/status/1863944135532818620 - https://x.com/kemaldahha/status/1863944197361095038 - https://x.com/kemaldahha/status/1863944277639963034 - position: 75 display_name: Bruno total_score: 97 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 10 questions_score: 7 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/MortalWombat-repo/machine-learning-zoomcamp/tree/master/homework faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit#heading=h.5jln95pxraz8 learning_in_public_links: - https://www.linkedin.com/posts/bruno-m-1141262b3_this-is-a-part-of-an-ongoing-series-of-short-activity-7245861101244923904-oThi?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/bruno-m-1141262b3_datatalksclub-machinelearning-learnmachinelearningforfreeinfourmonths-activity-7245875339711721472-SvNi?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MortalWombat-repo/machine-learning-zoomcamp/tree/master/homework learning_in_public_links: - https://www.linkedin.com/posts/bruno-m-1141262b3_github-datatalksclubmachine-learning-zoomcamp-activity-7249163081010810882-7DAM?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/bruno-m-1141262b3_datatalksclub-machinelearning-learnmachinelearningforfreeinfourmonths-activity-7245875339711721472-SvNi?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 5 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/MortalWombat-repo/machine-learning-zoomcamp/blob/master/homework/03%20homework%20(2).ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.fiogfjc0ow8j learning_in_public_links: - https://www.linkedin.com/posts/bruno-m-1141262b3_machinelearningzoomcamp-activity-7252397493932507137-6wCI?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/pulse/machine-learning-zoomcamp-homework-3-bruno-m--1cnje/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MortalWombat-repo/machine-learning-zoomcamp/tree/master/homework learning_in_public_links: - https://www.linkedin.com/posts/bruno-m-1141262b3_machinelearningzoomcamp-learnmachinelearningforfreeinfourmonths-activity-7255321975349293062-hN3b?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/MortalWombat-repo/machine-learning-zoomcamp/tree/master/homework/homework%205 faq_contribution: "https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.99prbyspk1up\r\ \n\r\nhttps://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.ilki6fx8py5v" learning_in_public_links: - https://www.linkedin.com/posts/bruno-m-1141262b3_machinelearningzoomcamp-pickle-flask-activity-7256774912806195200-CU9E?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/pulse/machine-learning-zoomcamp-week-5-homework-bruno-m--fxgse/ - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/MortalWombat-repo/machine-learning-zoomcamp/tree/master/homework faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.ilki6fx8py5v learning_in_public_links: - https://www.linkedin.com/posts/bruno-m-1141262b3_machine-learning-zoomcamp-week-6-decision-activity-7259303890465005568-hpOD?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/pulse/machine-learning-zoomcamp-week-6-homework-bruno-m--u7oxf/ projects: - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/MortalWombat-repo/Employee-churn-prediction - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/MortalWombat-repo/Fetal-Health-Classification - position: 76 display_name: jxareas total_score: 97 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/jxareas/ml-zoomcamp-2024/tree/feat/02/regression/02-regression faq_contribution: Identify the shape of dataset in Pandas (added info about simply using python built-in functions to get the nummber of rows count) learning_in_public_links: - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/01-introduction.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/02-regression.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/03-classification.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/04-evaluation.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/05-deployment.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/06-trees.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/07-production.md - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/jxareas/ml-zoomcamp-2024/tree/feat/03/classification/03-classification/hw learning_in_public_links: - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/01-introduction.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/02-regression.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/03-classification.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/04-evaluation.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/05-deployment.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/06-trees.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/07-production.md - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/04-evaluation/hw/homework4.py faq_contribution: 'Add FAQ for `How to address UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 in labels with no predicted samples?` as I hit this due to computing the f1-score in the homework when precision and recall where equal to 0 with threshold 1.' learning_in_public_links: - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/01-introduction.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/02-regression.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/03-classification.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/04-evaluation.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/05-deployment.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/10-kubernetes.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/11-kserve.md - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/jxareas/ml-zoomcamp-2024/tree/feat/05/deployment/05-deployment faq_contribution: 'Fix warning Warning: Python 3.12 was not found on your system… Neither ''pyenv'' nor ''asdf'' could be found to install Python' learning_in_public_links: - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/01-introduction.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/charts/m3_roc_curve.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/charts/m3_threshold_v_accuracy.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/07-production.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/05-deployment.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/11-kserve.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/10-kubernetes.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/jxareas/ml-zoomcamp-2024/tree/master/06-trees/hw faq_contribution: Traversing feature names and feature importance values learning_in_public_links: - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m3_roc_curve.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m3_threshold_v_accuracy.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m6_n_estimators_v_roc_auc.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m6_n_estimators_v_roc_auc_by_max_depth.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m6_n_estimators_v_roc_auc_by_min_samples_leaf.png - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/06/trees/content/06-trees.md - https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/06/trees/content/05-deployment.md - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jxareas/ml-zoomcamp-2024/tree/feat/02/regression/02-regression projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jxareas/Laptop-Price-Prediction-Midterm - position: 77 display_name: Phoenix_Rises total_score: 96 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soumikghosal/ml-zoomcamp-2024/blob/master/01-intro%20homework/01%20-%20Homework%20Notebook.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soumikghosal/ml-zoomcamp-2024/blob/master/02-experiment-tracking/02%20-%20%20Homework%20Notebook.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soumikghosal/ml-zoomcamp-2024/blob/master/03-classification/03-Homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soumikghosal/ml-zoomcamp-2024/blob/master/04-evaluation/04-Homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soumikghosal/ml-zoomcamp-2024/blob/master/06-trees/06-Homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 12 project_score: 12 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/soumikghosal/Midterm-Project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/soumikghosal/Capstone-Project-1 - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/soumikghosal/Capstone-Project-2/tree/master - position: 78 display_name: Mikael Nyström total_score: 96 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/blob/main/01-intro/homework.md - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/blob/main/02-regression/notebooks/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/blob/main/03-classification/notebooks/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/blob/main/04-eval-classification/homework.md - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/tree/main/05-deployment/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/blob/main/08-deep-learning/homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/tree/main/09-serverless - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/tree/main/10-kubernetes projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Mikaelnystroms/ml-engineer-zoomcamp/tree/main/midterm-project - project: Capstone 1 project_slug: capstone1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Mikaelnystroms/house-pricing - position: 79 display_name: Nervous Zhukovsky total_score: 96 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kiprotich2019/Homework_1/blob/main/Homework_1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kiprotich2019/Homework_1/blob/main/02-regression/Homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kiprotich2019/ml-zoomcamp/blob/main/03-classification/homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kiprotich2019/ml-zoomcamp/blob/main/04-evaluation/homework_4.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Kiprotich2019/ml-zoomcamp/blob/main/06-tress/homework_6.ipynb learning_in_public_links: - https://knowmledge.com/category/courses/ml-zoomcamp/decision-trees/ - https://scikit-learn.org/dev/modules/generated/sklearn.ensemble.RandomForestRegressor.html - https://scikit-learn.org/dev/modules/generated/sklearn.tree.DecisionTreeRegressor.html - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kiprotich2019/ml-zoomcamp/blob/main/07-deep-learning/Homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 29 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 5 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Kiprotich2019/Diabetes-Prediction faq_contribution: "1. What is the purpose of the diabetes prediction model?\r\n\ The purpose of the diabetes prediction model is to predict the likelihood of\ \ an individual developing diabetes based on various health-related features,\ \ such as age, BMI, and blood sugar levels. The model aims to provide early\ \ detection to help individuals take preventive measures.\r\n\r\n2. What dataset\ \ is used for training the model?\r\nThe model is trained using the \"Diabetes\ \ Prediction Dataset\" which contains information about various health factors.\ \ Each record includes features like age, blood glucose levels, heart disease,\ \ BMI, hypertension, and more. The target variable is whether or not the individual\ \ has diabetes.\r\n\r\n3. How was the model built?\r\nThe model was built using\ \ machine learning algorithms, primarily focusing on XGBoost, which is a popular\ \ and efficient algorithm for binary classification tasks. The model was trained\ \ on a portion of the dataset and evaluated using accuracy, precision, recall,\ \ and F1-score.\r\n\r\n4. How accurate is the model?\r\nThe accuracy of the\ \ model is determined by its performance on a test dataset. The model's effectiveness\ \ is measured using metrics such as accuracy, precision, recall, and the F1-score.\ \ You can check the specific performance metrics in the model evaluation section.\r\ \n\r\n5. What is the significance of the features in the model?\r\nThe model\ \ uses features like BMI, age, and glucose levels to predict the likelihood\ \ of diabetes. These features are significant because they directly correlate\ \ with the likelihood of developing diabetes. For instance, high glucose levels\ \ and BMI are known risk factors for diabetes.\r\n\r\n6. Can this model be used\ \ for real-world predictions?\r\nWhile the model can be used for initial predictions,\ \ it should not be considered a substitute for professional medical advice.\ \ The model is trained on a general dataset, and individual health conditions\ \ may vary. Always consult with a healthcare provider for a comprehensive diagnosis.\r\ \n\r\n7. How can the model be improved?\r\nThe model can be improved by:\r\n\ \r\nCollecting more data for training to reduce overfitting.\r\nTuning the hyperparameters\ \ of the XGBoost model.\r\nExperimenting with additional features or using other\ \ machine learning algorithms.\r\nIncreasing the dataset’s diversity to cover\ \ a wider population.\r\n8. What tools were used in the project?\r\nThe project\ \ was developed using:\r\n\r\nPython for the coding environment.\r\nXGBoost\ \ for building the classification model.\r\nPandas and NumPy for data manipulation\ \ and analysis.\r\nScikit-learn for model evaluation and performance metrics.\r\ \nJupyter Notebook for the development and presentation of the analysis.\r\n\ 9. Can the model handle new data?\r\nYes, the model can be used to predict new\ \ instances by providing the relevant health data for a new individual. The\ \ model will output the predicted likelihood of diabetes for that individual\ \ based on the input features." learning_in_public_links: - https://www.kaggle.com/code/youssefelbadry10/diabetes-classifier-eda-ml - https://plotly.com/python/ - https://scikit-learn.org/1.5/modules/generated/sklearn.linear_model.LogisticRegression.html - https://scikit-learn.org/dev/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html - https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html - project: Capstone 1 project_slug: capstone1 total_score: 31 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 5 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Kiprotich2019/Credit-Default-Project faq_contribution: "1. What is the project about?\r\nThis project predicts credit\ \ card defaults using machine learning to help financial institutions minimize\ \ risks.\r\n\r\n2. What data was used?\r\nA credit card dataset including demographics,\ \ payment history, credit limits, and default status.\r\n\r\n3. What preprocessing\ \ was done?\r\nHandled missing values\r\nScaled numerical data\r\nEncoded categorical\ \ features\r\nBalanced the dataset (e.g., SMOTE)\r\n4. Which models were used?\r\ \nLogistic Regression, Decision Trees, Random Forest, and XGBoost. XGBoost was\ \ the final choice due to its high performance.\r\n\r\n5. How was performance\ \ measured?\r\nMetrics included accuracy, precision, recall, and F1 score with\ \ cross-validation for robustness.\r\n\r\n6. What are the benefits?\r\nThe model\ \ helps financial institutions identify high-risk clients, optimize lending\ \ strategies, and minimize defaults.\r\n\r\n7. What tools were used?\r\nPython\ \ (Pandas, Scikit-Learn, XGBoost), Jupyter Notebook, Matplotlib, and Flask for\ \ deployment." learning_in_public_links: - https://xgboost.readthedocs.io/en/stable/parameter.html - ' https://scikit-learn.org/1.5/modules/generated/sklearn.ensemble.RandomForestClassifier.html' - https://www.ibm.com/think/topics/classification-models - https://www.spiceworks.com/tech/artificial-intelligence/articles/what-is-logistic-regression/#:~:text=Logistic%20regression%20is%20a%20supervised%20machine%20learning%20algorithm%20that%20accomplishes,1%2C%20or%20true%2Ffalse. - https://scikit-learn.org/1.5/modules/tree.html - position: 80 display_name: Loving Blackwell total_score: 96 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/hw1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/hw3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/tree/master/module05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/hw6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/hw8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/blob/master/module09/hw9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/ml_zoomcamp/tree/master/module10 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/HaChan/used-car-prices-ml-project - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/HaChan/loan-approval-prediction-project - position: 81 display_name: Kiramishima total_score: 96 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_1/HW1.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7246607234816688133/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_2/HW2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_3/HW3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_4/HW4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_5/HW5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 2 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_6/HW6.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7259722423225171968/ - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_8/HW8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiramishima/ml-zcamp/blob/master/Week_10/HW10.ipynb faq_contribution: '1' projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kiramishima/heart-failure-prediction - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kiramishima/Student-Health-Prediction learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7284642100673937408/ - position: 82 display_name: Zealous Gates total_score: 95 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/mlzc/blob/master/chap1/hw.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/nupsea/mlzc/blob/master/chap2/homework2.ipynb faq_contribution: Need to open a PR and update the questions sometime. - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/mlzc/blob/master/chap4/Homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/mlzc-deploy/tree/master/hw5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/mlzc/blob/master/chap6/homework6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/dlzc/blob/master/hw8/HWLean.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/dlzc/tree/master/hw9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/dlzc/tree/master/hw10 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nupsea/mlzc-movie-pred - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nupsea/mlzc-ipl-pred - position: 83 display_name: Rustem Izmailov total_score: 95 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp/tree/main/02-linear-regression - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp/blob/main/03-classification/3-hw.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp/blob/main/04-evaluation/04-hw.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp/tree/main/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp/blob/main/06-trees/06-hw.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp/tree/main/09-serverless - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RKIzmailov/ml-zoomcamp projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/RKIzmailov/diabetes-classification learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7260722032043008000/ - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/RKIzmailov/tomato-leaf-diseases-detection learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7278140806161485825/ - position: 84 display_name: Tim Hugman total_score: 94 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_1_Homework - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_3_Homework - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_4_Homework - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_5_Homework - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_8_Homework - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_9_Homework - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/Homework/Module_z_10_Homework projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/hugi-codes/Machine-Learning-Zoomcamp/tree/main/mid-term-project - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/hugi-codes/Airline-Passenger-Satisfaction - position: 85 display_name: Nostalgic Bassi total_score: 94 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/01/homework-01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/02/homework-02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/03/homework_03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/04/homework_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/05/solution.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/06/homework_06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/08/homework_08.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/09/solution.md - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tomtuamnuq/ml-zoomcamp/blob/main/10/solution.md projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tomtuamnuq/LIAR-Detect-Fake-News-Statement-Classification - project: Capstone 1 project_slug: capstone1 total_score: 14 project_score: 14 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/tomtuamnuq/TextVeritasEngine - position: 86 display_name: Goofy Cartwright total_score: 93 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/blob/main/HW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/blob/main/HW2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/blob/main/HW3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/blob/main/HW4.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/blob/main/HW6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/blob/main/HW8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/tree/main/HW9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLZoomcamp2024/tree/main/HW10 projects: - project: Midterm Project project_slug: midterm total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sanchis135/MLZoomcamp2024/tree/main/Midterm_Project - project: Capstone 1 project_slug: capstone1 total_score: 13 project_score: 13 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/sanchis135/MLZoomcamp2024/tree/main/Capstone_1 - project: Capstone 2 project_slug: capstone2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sanchis135/MLZoomcamp2024/tree/main/Capstone_2 - position: 87 display_name: Almond total_score: 93 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/blob/main/homework-1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/blob/main/homework-2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/blob/main/homework-3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/blob/main/homework-4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/tree/main/homework-5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/blob/main/homework-6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/blob/main/homework-8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/ml-zoomcamp-2024-homework/tree/main/homework-9 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/almondheng/startup-success-prediction - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/almondheng/teeth-segmentation - position: 88 display_name: Angry Hermann total_score: 93 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/blob/main/homework_1.ipynb faq_contribution: read the readme for more detailed info on the homeworks - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/blob/main/homework_2.ipynb faq_contribution: when answering questions 4,5,6 try not applying logarithm to the target variable - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/blob/main/homework_3.ipynb faq_contribution: make sure to drop day and month before training the model - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/blob/main/homework_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/tree/main/homework_5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/blob/main/homework_6_decision_trees.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/blob/main/homework_8/homework8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Avangarde2225/ml-zoomcamp/tree/main/homework_9 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Avangarde2225/ml-zoomcamp/tree/main/midterm_project faq_contribution: AWS elastic beanstalk changed its configuration to launch templates. I suggest you to use azure instead of AWS learning_in_public_links: - https://medium.com/@serdarcelebi/building-and-deploying-a-machine-learning-powered-air-passenger-prediction-app-to-azure-app-service-758da81c04dc - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Avangarde2225/ml-zoomcamp/tree/main/food_detection_cpu learning_in_public_links: - https://serdarcelebi.medium.com/a-quirky-food-detection-adventure-building-and-breaking-a-prototype-model-f6f5b9f1825b - https://www.linkedin.com/posts/serdarcelebi_i-am-excited-to-share-my-latest-food-detection-activity-7289354967449051136-F1xV?utm_source=share&utm_medium=member_desktop - position: 89 display_name: ibacaraujo total_score: 92 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1UrgD3Rf0hHI4BMX6u5og6hg5iXRR-AV6?usp=sharing. - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/17aHByGXdLqr9ECpOHAiCzEFh1DEazoC_?usp=sharing. - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1EbnURdr7JFGI0iUTizld0TNaalNNt0u0?usp=sharing. - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1eA2--rBFUHYLJyqpKge3TY9vgAJCDGNK?usp=sharing. - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ibacaraujo/mlzoomcamp_homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1QfZ365cvMnp0PvG0bSTK6i0Tciqwm5Bh?usp=sharing. - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1HBT6OB8SLcKPLbVwpycg90r6VMDawr5d?usp=sharing. - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/15JDxzYVVFNZQCk4LvL_1p6e0TiqMjR4o?usp=sharing. - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ibacaraujo/homework10 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ibacaraujo/midterm_project - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ibacaraujo/credit_score_api - position: 90 display_name: Amazing Ganguly total_score: 92 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Johnyckot/ml-zoomcamp24.git projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Johnyckot/ml_prj_bank_marketing.git - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Johnyckot/ml_prj_code_quality - position: 91 display_name: Emotional Support Vector Machine total_score: 91 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/blob/main/homework/01-intro_homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/blob/main/homework/02-regression_homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/blob/main/homework/03-classification_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/blob/main/homework/04-evaluation.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/tree/main/homework/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/tree/main/homework/06-trees - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/ml-zoomcamp/blob/main/homework/08-deep-learning/homework08_kerasTF_colab.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/fabianjkrueger/RestAI/ - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/fabianjkrueger/muffin_vs_chihuahua - position: 92 display_name: Natalie Lunau total_score: 91 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1x1WF0UMlgB9XA7u0GsZuU7jVxeeQwkTu#scrollTo=404123ad-daec-4070-8c88-c5880c5eb158 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/18bUpUEJD-0u9MnYCDz_VysQ7OfyHQBZh - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/114E8b8kFDLghx__5gCDqWclahQ6yNc4v - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1trY1LfgAw8DLo_9b-d_0DH0JK2qfztB9 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pynat/maschine_learning_zoomcamp_homework/tree/main/Homework5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1pAG1Vs5uFJ-Hxl_YfnUc01FvRK7MFP1k - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1jqhIKJAbH2NbS5Grl3Pvr8HuY1cgNw-z - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pynat/machine_learning_zoomcamp_hw/blob/main/Homework9/Homework9.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/pynat/stable_coin - project: Capstone 2 project_slug: capstone2 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/pynat/mkr_coin - position: 93 display_name: Vladimirov Eduard total_score: 91 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw1/hw.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw2/temp.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw3/03-ml-classification.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw4/04-evaluation.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw6/06-trees.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw8/08-deep-learning.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Edyarich/ml-zoomcamp-2024/blob/main/hw9/09_serverless.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 projects: - project: Capstone 1 project_slug: capstone1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Edyarich/house-price-prediction - project: Capstone 2 project_slug: capstone2 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Edyarich/movie-reviews-classification - position: 94 display_name: Rafał Szuliński total_score: 91 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/tree/main/2_Regression - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/blob/main/3_classification/HomeWork3.ipynb learning_in_public_links: - https://www.linkedin.com/posts/rafal-szulinski_ml-zoomcamp-20243classificationhomework3-activity-7251145557858021377-qZ1l?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/blob/main/4_metrics/HomeWork4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/tree/main/5_deployment learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7254877627423879169/ - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/blob/main/6_trees/HomeWork6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/blob/main/8_neural/data/HomeWork8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/tree/main/9_serverless - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/szuhow/ml-zoomcamp-2024/tree/main/10_k8s projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/szuhow/ml-zoomcamp-2024/tree/main/midterm - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/szuhow/ml-zoomcamp-2024/tree/main/capstone learning_in_public_links: - https://www.linkedin.com/posts/rafal-szulinski_machinelearning-xgboost-heartdisease-activity-7275880399874969600-mDH_?utm_source=share&utm_medium=member_desktop - position: 95 display_name: Pineapple Syrup total_score: 91 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 10 questions_score: 7 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/izaanz/ml-zoomcamp-2024/blob/main/1.%20Intro%20to%20ML/Module%201%20-%20Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/izaan-zubair-25281a225_hey-excited-to-share-that-im-starting-activity-7243155260943282176-hE_v?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/izaan-zubair-25281a225_mlzoomcamp-activity-7244300582117670912-Ef9U?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/izaan-zubair-25281a225_mlzoomcamp-activity-7246316651405598720-Z98T?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 4 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/izaanz/ml-zoomcamp-2024/blob/main/2.%20Machine%20Learning%20for%20Regression/Module%202%20-%20Homework.ipynb faq_contribution: For questions 5 and 6; don't apply log1p() to the target vector else the output will be different than the expected values. learning_in_public_links: - https://www.linkedin.com/posts/izaan-zubair-25281a225_mlzoomcamp-machinelearining-python-activity-7248839802190544896-l6Gh?utm_source=share&utm_medium=member_desktop - https://x.com/be_izzi/status/1843447231145542025 - https://www.linkedin.com/feed/update/urn:li:activity:7249211708437647360/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 5 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/izaanz/ml-zoomcamp-2024/blob/main/3.%20Classification/Module%203%20-%20Homework.ipynb faq_contribution: For reading the CSV in Module 3 homework, use the delimiter argument. pd.read_csv(file_path, delimiter=';') learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7251659495074918400/ - https://x.com/be_izzi/status/1846604714328445069 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/izaanz/ml-zoomcamp-2024/blob/main/4.%20Evaluation%20Metrics/Mod%204%20-%20Homework.ipynb faq_contribution: A frequent mistake is encountering errors related to unknown categories in the validation set. To avoid this, use handle_unknown='ignore' in the OneHotEncoder to ensure that unseen categories do not cause errors during transformation. - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/izaanz/ml-zoomcamp-2024/blob/main/5.%20Deployment/app.py faq_contribution: "One can provide the filename of the Docker file using -f.\r\ \n\r\nFor instance, if your Docker file is called Dockerfile.base, call the\ \ build command as follows:\r\n\r\ndocker build . -f Dockerfile.base -t helloworld" - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 2 faq_score: 1 learning_in_public_score: 0 faq_contribution: In TensorFlow 2.x, learning_rate replaces lr as the parameter name for setting the learning rate in optimizers. - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/izaanz/ml-zoomcamp-2024/blob/main/9.%20Serverless%20DL/homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/izaanz/ml-zoomcamp-2024/tree/main/Mid%20Term - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/izaanz/ML-Indian-House-Prediction faq_contribution: N/A - position: 96 display_name: Competent Margulis total_score: 91 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/tree/master - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework5.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nfescamillas/MLZoomcamp_HW/blob/main/Homework9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nfescamillas/EnergyConsumption_Prediction - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nfescamillas/Power_System_Fault_Prediction - position: 97 display_name: Juliya L total_score: 91 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/HW_1.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7244788496043786240/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/Homework_2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/yuliya-lavrenyuk_mlzoomcamp-machinelearining-python-activity-7249369595969433601-acVp?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/Classification/Classification_prediction_hw.ipynb faq_contribution: I don't know how important it is, but the get_feature_names() method was invalid in my case. And I found that starting from scikit-learn version 1.0, get_feature_names() has been replaced with get_feature_names_out(). learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7251516464392736770/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/Evaluation_metrics/HW4_%20Evaluation_metrics.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7254201972520636416/ - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/Trees%20and%20XGB/HW-6_Trees.ipynb faq_contribution: deprecated mean_squared_error learning_in_public_links: - https://www.linkedin.com/posts/yuliya-lavrenyuk_machinelearning-mlzoomcamp-datascience-activity-7259292273463480320-8622?utm_source=share&utm_medium=member_desktop - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/Deep%20learning%20CNN%20model/CNN%20model.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7269297030848548865/ - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ylavr/Ml_Zoomcamp_HW/blob/main/Serverless/convert-model.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ylavr/ML_Zoomcamp_Midterm_Project learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7266923138636988416/ - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ylavr/ML_Zoomcamp_2_Capstone_project - position: 98 display_name: Stupefied Elgamal total_score: 89 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/vijey18/mlzoomcamp2024/blob/master/intro-01/01-Intro-HW.ipynb learning_in_public_links: - https://x.com/Vijey18Vijey/status/1836008219409605107 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/vijey18/mlzoomcamp2024/blob/master/02-Regression/02-Regression-HW.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.j217c8c34118 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/vijey18/mlzoomcamp2024/blob/master/03-Classification/03-Classification-HW.ipynb faq_contribution: https://docs.google.com/document/d/1LpPanc33QJJ6BSsyxVg-pWNMplal84TdZtq10naIhD8/edit?tab=t.0#heading=h.k41l9a5hx7jc - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vijey18/mlzoomcamp2024/blob/master/04-Evaluation/04-Evaluation-HW.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vijey18/MyMachineLearningRepo/blob/mlzoomcampassignments/05-deployment-hw/deployment-module5-hw.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vijey18/MyMachineLearningRepo/blob/main/06-decision-trees/06-trees-hw.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vijey18/MyMachineLearningRepo/tree/main/hw9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vijey18/MyMachineLearningRepo/tree/main/hw10 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/vijey18/MyMachineLearningRepo/tree/main/MyMidTermProject - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/vijey18/MLZoompCampCapstone.git - position: 99 display_name: Jimoh Segun Jeremiah total_score: 89 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ML - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ML/blob/main/Assignment2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/blob/main/homework-3/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/blob/main/homework-4/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/homework-5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/homework-6 faq_contribution: none learning_in_public_links: - https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/homework-6 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/blob/main/08-Neural-networks-and-deep-learning/notes-and-homework.ipynb learning_in_public_links: - https://github.com/jimohsegun1/ml-zoomcamp-2024/blob/main/08-Neural-networks-and-deep-learning/notes-and-homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/09-serverless%20deep%20learning - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/10-kubernetes projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/ML%20Zoomcamp%20Mid-term%20project%202024 learning_in_public_links: - https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/ML%20Zoomcamp%20Mid-term%20project%202024 - project: Capstone 1 project_slug: capstone1 total_score: 21 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/taxi-trip-regression faq_contribution: None learning_in_public_links: - https://github.com/jimohsegun1/ml-zoomcamp-2024/tree/main/taxi-trip-regression - position: 100 display_name: Zaccaria Amillou total_score: 89 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_zoomcamp_2024/blob/main/hw/h01/h001.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_zoomcamp_2024/blob/main/hw/h02/h002.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_zoomcamp_2024/blob/main/hw/h03/h003.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_zoomcamp_2024/blob/main/hw/h04/h004.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_zoomcamp_2024/tree/main/hw/h05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_zoomcamp_2024/blob/main/hw/h06/h006.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml-hw08/blob/main/notebook.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Zaccaria-Amillou/ml_hw09/blob/main/notebook.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Zaccaria-Amillou/Telephone-Usage-Behaviour - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Zaccaria-Amillou/Capstone_project - position: 101 display_name: Logistic Depression total_score: 88 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/blob/main/homework_1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/blob/main/homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/blob/main/homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/blob/main/homework_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/tree/main/homework_5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/blob/main/homework_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/janagroening/ml-zoomcamp/blob/main/homework_8.ipynb projects: - 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homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLHW1/blob/main/.venv/week3.py - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLHW1/blob/main/.venv/week4.py - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/Projects/blob/main/HW6/main.py - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLHW1/blob/main/.venv/HW8 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLHW1/tree/main/.venv - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/freillat/Health_Study - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/freillat/ML_Cap1 - position: 103 display_name: Selwyn John G. Guiruela total_score: 87 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/garlicspoofiyy/ml-zoomcamp/blob/main/Lesson%201/homework1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/selwyn-john-guiruela-06634a2b8_machinelearning-datascience-mlzoomcamp-activity-7244408317408628740-2VwT?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/garlicspoofiyy/ml-zoomcamp/tree/main/Lesson%202/homework - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/garlicspoofiyy/ml-zoomcamp/blob/main/Lesson%203/homework/homework3.ipynb learning_in_public_links: - https://www.linkedin.com/posts/selwyn-john-guiruela-06634a2b8_mlzoomcamp-machinelearning-activity-7251981042708844544-Zjo_?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/garlicspoofiyy/ml-zoomcamp/tree/main/Lesson%205/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/garlicspoofiyy/ml-zoomcamp/blob/main/Lesson%206/homework/homework6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/garlicspoofiyy/ml-zoomcamp/tree/main/Lesson%208/homework learning_in_public_links: - https://www.linkedin.com/posts/selwyn-john-guiruela-06634a2b8_machinelearning-mlzoomcamp-activity-7270860507023036416-F1H6?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/garlicspoofiyy/btcusd-price-prediction learning_in_public_links: - https://www.linkedin.com/posts/selwyn-john-guiruela-06634a2b8_mlzoomcamp-machinelearning-activity-7267467656469827584-h2zb?utm_source=share&utm_medium=member_desktop - project: Capstone 2 project_slug: capstone2 total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/garlicspoofiyy/pneumonia-detector learning_in_public_links: - https://www.linkedin.com/posts/selwyn-john-guiruela_mlzoomcamp-datatalksclub-activity-7291886925425090560-Z8fm?utm_source=share&utm_medium=member_desktop - position: 104 display_name: Zen Feistel total_score: 86 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/02-regression/homework.md - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/03-classification/homework.md - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/04-evaluation/homework.md - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/05-deployment/homework.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/06-trees/homework.md - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/09-serverless/homework.md - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/10-kubernetes/homework.md projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/radovan994/midterm-project/tree/master - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/radovan994/capstone--2-project - position: 105 display_name: Nostalgic Solomon total_score: 86 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/blob/main/homework1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/blob/main/homework2_v1.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/blob/main/homework3_v1.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/blob/main/homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/tree/main/HW5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/blob/main/homework6.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/blob/main/hw9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhaskarv/ml-zoomcamp/tree/main/k8s/hw projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bhaskarv/ml-zoomcamp-projects/tree/main/midterm - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bhaskarv/ml-zoomcamp-projects/tree/main/capstone1 - position: 106 display_name: Frosty Khayyam total_score: 86 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ChristopherHKroll/1.11-Homework-1-Introduction-to-Machine-Learning - 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homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Capstone 1 project_slug: capstone1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/KharchenkoAnastasia/handwrite.git - project: Capstone 2 project_slug: capstone2 total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/KharchenkoAnastasia/BoxingPunchClassifier.git - position: 115 display_name: Stupefied Aryabhata total_score: 82 homeworks: - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NickodemusRR/ml-zoomcamp-classification/tree/main - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NickodemusRR/ml-zoomcamp-2024/blob/main/04%20-%20Evaluation/classification.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NickodemusRR/ml-zoomcamp-2024/tree/main/05-Deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NickodemusRR/ml-zoomcamp-2024/tree/main/06-Trees - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NickodemusRR/ml-zoomcamp-2024 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NickodemusRR/ml-zoomcamp-2024/tree/main/10-Kubernetes projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/NickodemusRR/loan_approval - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/NickodemusRR/car_insurance_premium_regression - position: 116 display_name: Manon total_score: 81 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/blob/main/Module_1_Homework%20(2).ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/blob/main/Redo_of_Homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/blob/main/Module_3_Homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/blob/main/Module_4_Homework.ipynb faq_contribution: Are all the different measures needed for determining a models accuracy? I.e. would I need to do Accuracy, Recall and F1? - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/ManonRichards/ML-Zoomcamp-2024 faq_contribution: 'I found the videos really hard to follow for the following reasons: Instructor copying and pasting without explaining what it was so had to keep pausing to see. The versioning in the videos is outdated and caused me a lot of problems.' - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/blob/main/Homework_6.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/tree/main/Midterm_Project - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ManonRichards/ML-Zoomcamp-2024/tree/main/ML-Zoomcamp-2024/capstone_project1 - position: 117 display_name: Tomisin Adeniyi total_score: 81 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/blob/main/ML_Introduction.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/blob/main/02_regression_home_work.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/blob/main/03_classifcation.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/blob/main/04_evaluation.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/tree/main/05_deployment - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/blob/main/08_neural_network_and_deep_learning.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/tree/main/click_through_analysis - project: Capstone 2 project_slug: capstone2 total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Tadeni00/ML_ZOOMCAMP_2024/tree/main/video_game_recommender - position: 118 display_name: Joyful Williams total_score: 81 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/victornemenike/machine-learning-zoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://x.com/VictorEmenike/status/1840525437484548293 - https://x.com/VictorEmenike/status/1840879783695073624 - https://x.com/VictorEmenike/status/1840881476667052077 - https://x.com/VictorEmenike/status/1840886240255590722 - https://x.com/VictorEmenike/status/1840890125053558972 - https://x.com/VictorEmenike/status/1840892605573284171 - https://x.com/VictorEmenike/status/1840895479288139922 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/victornemenike/machine-learning-zoomcamp/blob/main/02-regression/homework.ipynb faq_contribution: 'For Homework #2, there’s no 2024 cohort folder https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/02-regression/homework.md?' learning_in_public_links: - https://x.com/VictorEmenike/status/1844164403215974776 - https://x.com/VictorEmenike/status/1844166396403728606 - https://x.com/VictorEmenike/status/1844168504855175344 - https://x.com/VictorEmenike/status/1844171510283727144 - https://x.com/VictorEmenike/status/1844173279000658175 - https://x.com/VictorEmenike/status/1844174771807977810 - https://x.com/VictorEmenike/status/1844176315781611649 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/victornemenike/machine-learning-zoomcamp/blob/main/03-classification/homework.ipynb faq_contribution: Hello, for Q6 of homework 2, is the RMSE result close to the options? Mine is about 12.4 different from the closets option, but all the above questions I have pretty close answers, so I don’t know why there is such a great difference in Q6… learning_in_public_links: - https://x.com/VictorEmenike/status/1845534775785967884 - https://x.com/VictorEmenike/status/1845536354785964293 - https://x.com/VictorEmenike/status/1845538156688347596 - https://x.com/VictorEmenike/status/1845539671259951486 - https://x.com/VictorEmenike/status/1845606965872877825 - https://x.com/VictorEmenike/status/1845610983647260924 - https://x.com/VictorEmenike/status/1845613849711636619 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/victornemenike/machine-learning-zoomcamp/blob/main/04-evaluation/homework.ipynb faq_contribution: Homework 4 , q1 is not making sense to me. The score should be between 0 to 1. I tried computing roc_curve (df_train['age'], y] and the graph does not have the model line. Please can anyone clarify. learning_in_public_links: - https://x.com/VictorEmenike/status/1848852551468560839 - https://x.com/VictorEmenike/status/1848854626868892045 - https://x.com/VictorEmenike/status/1848856281580507619 - https://x.com/VictorEmenike/status/1848858588019888276 - https://x.com/VictorEmenike/status/1848860034597527949 - https://x.com/VictorEmenike/status/1848863471640944945 - https://x.com/VictorEmenike/status/1848867706055057430 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/victornemenike/machine-learning-zoomcamp/tree/main/05-deployment faq_contribution: Pipenv is taking forever to lock file. I have deleted the lockfile, and restarted my pc. Please, what is a possible solution? learning_in_public_links: - https://x.com/VictorEmenike/status/1851753690077815104 - https://x.com/VictorEmenike/status/1851755644849721597 - https://x.com/VictorEmenike/status/1851758458187714901 - https://x.com/VictorEmenike/status/1851759576787603900 - https://x.com/VictorEmenike/status/1851760589430759505 - https://x.com/VictorEmenike/status/1851761824984629587 - https://x.com/VictorEmenike/status/1851763034219241630 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/victornemenike/machine-learning-zoomcamp/tree/main/06-trees faq_contribution: Can i work with this dataset for midterm project https://www.kaggle.com/datasets/kapoorprakhar/cardio-health-risk-assessment-dataset? learning_in_public_links: - https://x.com/VictorEmenike/status/1853938621683740852 - https://x.com/VictorEmenike/status/1853939678874947917 - https://x.com/VictorEmenike/status/1854126278439256436 - https://x.com/VictorEmenike/status/1854127024270360585 - https://x.com/VictorEmenike/status/1854130279658500353 - https://x.com/VictorEmenike/status/1854131009559695367 - https://x.com/VictorEmenike/status/1854132504946483666 - position: 119 display_name: Vigorous Mendeleev total_score: 80 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/Home1.ipynb learning_in_public_links: - https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/README.md - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week2/homework2.ipynb learning_in_public_links: - https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week2/README.md - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week3/homework.ipynb learning_in_public_links: - https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week3/README.md - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week4/hw.ipynb learning_in_public_links: - https://github.com/kibetamos/ML-zoomcamp-Homework/tree/main/week4 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week5/hw5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week6/hw6.ipynb learning_in_public_links: - https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week6/README.md - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/Week8/homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kibetamos/ML-zoomcamp-Homework/blob/main/week9/homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 14 project_score: 4 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/kibetamos/ML-zoomcamp-Homework/tree/main/Mid_Term learning_in_public_links: - https://github.com/kibetamos/ML-zoomcamp-Homework/tree/main/Mid_Term - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kibetamos/Ad_Clickthrough_rate learning_in_public_links: - https://github.com/kibetamos/Ad_Clickthrough_rate - position: 120 display_name: Rafiq Ramadhan total_score: 80 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rakun12/ml-zoomcamp/blob/main/1.homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rakun12/ml-zoomcamp/blob/main/2.Homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rakun12/ml-zoomcamp/blob/main/3.Homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rakun12/ml-zoomcamp/blob/main/4.Homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rakun12/ml-zoomcamp/tree/main/week_5_homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rakun12/ml-zoomcamp/tree/main projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Rakun12/phone-addiction/tree/main - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Rakun12/study-depression-classification/tree/main - position: 121 display_name: Kasteion total_score: 80 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/02-regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/03-classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/04-evaluation/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/tree/main/05-deployment/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/06-decision-trees/homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/08-deep-learning/homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/09-serverless/serverless-homework/homework.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kasteion/ml-zoomcamp-2024/blob/main/10-kubernetes/homework/homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kasteion/ml-zoomcamp-2024-midterm-project - position: 122 display_name: Sleepy Turing total_score: 78 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timmy-cde/ml-zoomcamp-hw/blob/master/01_intro/homework/01_homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timmy-cde/ml-zoomcamp-hw/blob/master/02_regression/homework/02_homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timmy-cde/ml-zoomcamp-hw/blob/master/03_classification/homework/03_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timmy-cde/ml-zoomcamp-hw/blob/master/04_evaluation/homework/04_homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timmy-cde/ml-zoomcamp-hw/tree/master/05_homework projects: - project: Capstone 1 project_slug: capstone1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/timmy-cde/ml-zoomcamp-temp-prediction/ learning_in_public_links: - https://hub.docker.com/r/timmycde/temp_prediction - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/timmy-cde/ml-zoomcamp-airline-satisfaction learning_in_public_links: - https://hub.docker.com/r/timmycde/airline_satisfaction_predict - position: 123 display_name: Sad Wu total_score: 78 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdaguilar-forks/machine-learning-zoomcamp/blob/jdaguilar/main/cohorts/2024/02-regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdaguilar-forks/machine-learning-zoomcamp/blob/jdaguilar/main/cohorts/2024/03-classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdaguilar-forks/machine-learning-zoomcamp/blob/jdaguilar/main/cohorts/2024/04-evaluation/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdaguilar-forks/machine-learning-zoomcamp/blob/jdaguilar/main/cohorts/2024/05-deployment/homework.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdaguilar-forks/machine-learning-zoomcamp/blob/jdaguilar/main/cohorts/2024/06-trees/homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdaguilar-forks/machine-learning-zoomcamp/blob/jdaguilar/main/cohorts/2024/08-deep-learning/homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jdaguilar/machine_learning_zoomcamp_projects - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/jdaguilar/machine-learning-zoomcamp-capstone-project learning_in_public_links: - https://www.linkedin.com/posts/activity-7292024384192430080-lk8D - position: 124 display_name: Ajith Punnakula total_score: 77 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ajithpunnakula/aj-mlzoomcamp-midterm - project: Capstone 2 project_slug: capstone2 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ajithpunnakula/mlzoomcap-capstone2 - position: 125 display_name: Relaxed Jennings total_score: 77 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Shedeservesthebest/ML_Zoomcamp-2024-Homework-1/blob/main/ML%20ZOOM%202024%20HWK1.py - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 3 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Shedeservesthebest/ML_Zoomcamp_2024_Homework_2/tree/main faq_contribution: Why am getting values less than the options provided? learning_in_public_links: - https://www.linkedin.com/posts/esther-osikoya-6a0868182_mlzoomcamp-machinelearning-datascience-activity-7249307014382731264-A0_t?utm_source=share&utm_medium=member_ios - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Shedeservesthebest/ML_Zoom-Camp-Hmwk-3 learning_in_public_links: - https://www.linkedin.com/posts/esther-osikoya-6a0868182_mlzoomcamp-activity-7251871280403017728-Y_P7?utm_source=share&utm_medium=member_ios - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Shedeservesthebest/ML_Zoomcamp-Hmwk-4 faq_contribution: I encountered issues while uploading the data, which initially resulted in a poorly structured DataFrame. However, using the command sep=';' resolved the issue, producing a well-structured pandas DataFrame. learning_in_public_links: - https://www.linkedin.com/posts/esther-osikoya-6a0868182_mlzoomcamp-mlzoomcamp-activity-7254748849439715332-jfoE?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/esther-osikoya-6a0868182_mlzoomcamp-activity-7257684292468699136-698G?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Shedeservesthebest/ML_Zoomcamp-Hmwk-6/tree/main learning_in_public_links: - https://www.linkedin.com/posts/esther-osikoya-6a0868182_mlzoomcamp-activity-7259889338862227457-_gIt?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Shedeservesthebest/ML_project_Mid1 - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Shedeservesthebest/Loan-Prediction-API/tree/main faq_contribution: Had an issue with class imbalance. Class weight couldn't solve the problem, so I employed hybrid SMOTE. - position: 126 display_name: Chinese Moses total_score: 77 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/azapeti/ml-zoomcamp-homeworks/blob/main/01_intro_solution.ipynb learning_in_public_links: - https://www.linkedin.com/posts/p%C3%A9ter-rikk-b848901a2_mlzoomcamp-activity-7241893992060071936-6Xm-?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azapeti/ml-zoomcamp-homeworks/blob/main/02_linear_regression_solution.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azapeti/ml-zoomcamp-homeworks/blob/main/03_classification_solution.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azapeti/ml-zoomcamp-homeworks/blob/main/04_evaluation_solution.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azapeti/ml-zoomcamp-homeworks/tree/main/05_deployment_solution - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azapeti/ml-zoomcamp-homeworks/blob/main/06_trees_solution.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/azapeti/ml-zoomcamp-homeworks/blob/main/07_midterm_project/README.md faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1731496061403479?thread_ts=1731455475.924859&cid=C0288NJ5XSA - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/azapeti/ml-zoomcamp-homeworks-and-projects/tree/main/12_capstone_project_1 - position: 127 display_name: Unruffled Dijkstra total_score: 77 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sg-56/ML-Zoomcamp-Homeworks/blob/main/Homework-01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sg-56/ML-Zoomcamp-Homeworks/blob/main/ML_ZoomCapmp_HW02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sg-56/ML-Zoomcamp-Homeworks/blob/main/ML_Zoomcamp_HW_03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sg-56/ML-Zoomcamp-Homeworks/blob/main/ML_ZoomCamp_HW_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sg-56/ML-Zoomcamp-Homeworks/tree/main/Homework-05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sg-56/ML-Zoomcamp-Homeworks/blob/main/ML_Zoomcamp_HW_06.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sg-56/EmployeeSatisfactionScore - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sg-56/PCOS_Detection - position: 128 display_name: Christian Ichebi total_score: 76 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1O5n8LXI92jhR15mDmVsMkZgIt56YGBKP?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1w5Ir3zmDS7Qvv-jrsq0P7Y2VNBtxNIKd?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1OcIHfW0lUMxr73jhmA-f0GT6bkmOKW26/view?usp=sharing - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1Yrdyob4rzzFbdyYW56aLXkTfn-E4cnl8#scrollTo=dBqlCzZU_S9B - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1opehAp0mJ4ctlyG_h6Y1O0oeqKy7ahaC?usp=sharing - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1JSKdDxEiDA3TSU_qTjC5ep9wb1fxJw0q/view?usp=sharing - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Jaykold/user-behavior-classification - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Jaykold/Air-quality-classifier - position: 129 display_name: Adoring Turing total_score: 76 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/01-intro/hw1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/02-regression/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/03-classification/hw3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/04-evaluation/hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/05-deployment/hw5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/06-trees/hw6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/08_deep-learning/hw8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/09-serverless/hw9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wufengyou/machine-learning-zoomcamp/blob/main/cohorts/10-kubernetes/homework.md projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/wufengyou/machineleaning_heartdisease - position: 130 display_name: Uchechukwu Njoku total_score: 75 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/F-U-Njoku/mlzoomcamp2024/blob/main/homeworks/01-intro.ipynb learning_in_public_links: - https://njokuuchechi.medium.com/introduction-to-machine-learning-a-beginners-guide-995de5fba6b0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/F-U-Njoku/mlzoomcamp2024/blob/main/homeworks/02-regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/F-U-Njoku/mlzoomcamp2024/blob/main/homeworks/03-classification.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/F-U-Njoku/medical-cost-prediction/tree/main faq_contribution: 'Elastic Beanstalk ‘eb create’: ERROR Creating Auto Scaling launch configuration failed Reason: Resource handler returned message: "The Launch Configuration creation operation is not available in your account. Use launch templates to create configuration templates for your Auto Scaling groups.' - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/F-U-Njoku/loan-default-prediction/tree/main - position: 131 display_name: Azd total_score: 75 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azad96/machine-learning-zoomcamp-homeworks/blob/main/homework-1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/azad96/machine-learning-zoomcamp-homeworks/blob/main/homework_2.ipynb faq_contribution: We used np.log1p to transform prices in the tutorial. However, in Q5 and Q6 of this homework, I could not obtain the results in the options of the questions when using log1p. I had to discard log1p all together to get the results that are available in the options above. - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azad96/machine-learning-zoomcamp-homeworks/blob/main/03-classification/my_solution.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azad96/machine-learning-zoomcamp-homeworks/tree/main/05-deployment/my_solution - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azad96/machine-learning-zoomcamp-homeworks/tree/main/09-serverless projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/azad96/Loan-Approval-Prediction - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/azad96/Data-Science-Salary-Regression - position: 132 display_name: Batthosai total_score: 75 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/learnAdi9/my-mlops/blob/main/zCamp/ML/W1_Ground_ML_N_Spark_installation.ipynb learning_in_public_links: - https://data-flair.training/blogs/numpy-linear-algebra/ - https://data-flair.training/blogs/pandas-tutorials-home/ - https://data-flair.training/blogs/pandas-dataframe/ - https://data-flair.training/blogs/pandas-series/ - https://data-flair.training/blogs/pandas-index-and-select/ - https://data-flair.training/blogs/pandas-merge-and-join/ - https://data-flair.training/blogs/aggregation-and-grouping-in-pandas/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 11 questions_score: 4 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/learnAdi9/my-mlops/blob/main/zCamp/ML/W2_ML_N_Spark_installation.ipynb learning_in_public_links: - https://www.kaggle.com/code/parulpandey/a-guide-to-handling-missing-values-in-python - https://www.analyticsvidhya.com/blog/2021/05/dealing-with-missing-values-in-python-a-complete-guide/ - https://www.dataquest.io/blog/regularization-in-machine-learning/ - https://developer.nvidia.com/blog/a-comprehensive-overview-of-regression-evaluation-metrics/ - https://www.v7labs.com/blog/train-validation-test-set - https://scikit-learn.org/dev/modules/generated/sklearn.model_selection.TimeSeriesSplit.html - https://github.com/sbhmaheshwari/Projects/tree/master/Machine%20Learning - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/learnAdi9/my-mlops/blob/main/zCamp/ML/W3_Ground_ML_N_Spark.ipynb learning_in_public_links: - https://stackoverflow.com/questions/18885175/read-a-zipped-file-as-a-pandas-dataframe - https://blog.aspose.com/zip/extract-nested-zip-in-python/ - https://stackoverflow.com/questions/29438265/stratified-train-test-split-in-scikit-learn - https://code.likeagirl.io/good-train-test-split-an-approach-to-better-accuracy-91427584b614 - https://scikit-learn.org/0.16/modules/generated/sklearn.linear_model.LogisticRegression.html - https://scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_l1_l2_sparsity.html - https://stackoverflow.com/questions/67513075/what-is-c-parameter-in-sklearn-logistic-regression - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/learnAdi9/my-mlops/blob/main/zCamp/ML/W4_Ground_ML_N_Spark.ipynb learning_in_public_links: - https://www.evidentlyai.com/classification-metrics/explain-roc-curve - https://scikit-learn.org/1.5/modules/generated/sklearn.metrics.precision_recall_curve.html - https://scikit-learn.org/1.5/modules/generated/sklearn.metrics.f1_score.html - https://scikit-learn.org/1.5/modules/generated/sklearn.metrics.fbeta_score.html - https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html - https://scikit-learn.org/stable/modules/cross_validation.html - https://dev.to/balapriya/cross-validation-and-hyperparameter-search-in-scikit-learn-a-complete-guide-5ed8 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/learnAdi9/my-mlops/blob/main/zCamp/ML/W5_Deploy_ML_N_Spark.ipynb learning_in_public_links: - https://stackoverflow.com/questions/51342408/how-do-i-install-python-packages-in-googles-colab - https://neptune.ai/blog/saving-trained-model-in-python - https://github.com/pranaychandekar/ml-prediction-web-service - https://colab.research.google.com/github/jigsawlabs-student/docker-intro/blob/master/0-docker-intro/1-intro-to-docker.ipynb - https://colab.research.google.com/drive/1Lmbkc7v7XjSWK64E3NY1cw7iJ0sF1brl#scrollTo=Rvk8mHQ1UTbN - https://stackoverflow.com/questions/63833593/how-to-run-fastapi-uvicorn-in-google-colab - https://www.chaindesk.ai/tools/youtube-summarizer/how-to-deploy-machine-learning-model-as-an-api-in-python-fast-api-ZTz26f6XXrQ - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/learnAdi9/my-mlops/blob/main/zCamp/ML/W6_TreeEnsemble_ML.ipynb learning_in_public_links: - https://scikit-learn.org/dev/modules/generated/sklearn.tree.DecisionTreeRegressor.html - https://www.geeksforgeeks.org/how-do-i-find-which-attributes-my-tree-splits-on-when-using-scikit-learn/ - https://www.geeksforgeeks.org/random-forest-regression-in-python/ - https://scikit-learn.org/dev/modules/generated/sklearn.ensemble.RandomForestRegressor.html#sklearn.ensemble.RandomForestRegressor - https://xgboost.readthedocs.io/en/stable/parameter.html - https://stackoverflow.com/questions/61471765/xgboost-what-data-to-use-in-the-watchlist - https://www.geeksforgeeks.org/xgboost-for-regression/ - position: 133 display_name: OcheAI total_score: 74 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnefuIII/MLZoomCamp/blob/main/%601_introduction.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnefuIII/MLZoomCamp/blob/main/Chapter%203%20Logistic%20Regression/ch3_classification_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnefuIII/MLZoomCamp/blob/main/Chapter%204%20Evaluation/ch4%20Homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnefuIII/MLZoomCamp/blob/main/Chapter%206%20Decision%20Trees/ch6_trees_homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnefuIII/MLZoomCamp/tree/main/Chapter_7_deep_learning - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 9 questions_score: 9 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AnefuIII/MLZoomCamp/tree/main/midterm1 - project: Capstone 1 project_slug: capstone1 total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AnefuIII/MLZoomCamp/tree/main/capstone1 - position: 134 display_name: Sad Hellman total_score: 74 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/machine-learning-zoomcamp/blob/main/01_intro/01_intro.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/machine-learning-zoomcamp/blob/main/02_regression/02_regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/machine-learning-zoomcamp/blob/main/03_classification/03_classification.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/machine-learning-zoomcamp/blob/main/04_evaluation/04_evaluation.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/machine-learning-zoomcamp/tree/main/05_deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/machine-learning-zoomcamp/blob/main/06_trees/06_trees.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/iraari/midterm_project_stroke_prediction/tree/main - project: Capstone 2 project_slug: capstone2 total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/iraari/capstone_2 - position: 135 display_name: spencer total_score: 73 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/01/hw_01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/02/hw_02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/03/hw_03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/04/hw_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/05/hw_05.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/06/hw_06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/08/hw_08.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spencer18001/machine-learning-zoomcamp/blob/main/09/hw_09.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/spencer18001/ml_zoomcamp_project_2024_midterm - position: 136 display_name: Confident Booth total_score: 72 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/mlzoomcamp/blob/main/ML%20hometask%201.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/mlzoomcamp/blob/main/ML%20hometask%202%20v2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/mlzoomcamp/blob/main/ML%20hometask%203.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/04-evaluation/homework.md - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/mlzoomcamp - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/mlzoomcamp/blob/main/ML%20hometask%206.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/mlzoomcamp/blob/main/ML%20hometask%208.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/ml_zoomcamp_task9 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iharmcd/iharZoomcamp2024 projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/iharmcd/ml_zoomcamp_midterm_project/tree/main - position: 137 display_name: Optimistic Murdock total_score: 72 homeworks: - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/ml-zoomcamp-2024/blob/main/homeworks/hw03/hw.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/ml-zoomcamp-2024/blob/main/homeworks/hw04/hw.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/ml-zoomcamp-2024/tree/main/homeworks/hw05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/ml-zoomcamp-2024/blob/main/homeworks/hw06/hw.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/ml-zoomcamp-2024/blob/main/homeworks/hw8/hw8.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/thobs-10/ml-mid-term-project - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/thobs-10/ml-zoomcamp-capstone - position: 138 display_name: Quizzical Gould total_score: 71 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SchneiderSix/Machine-Learning---Zoomcamp/blob/main/ml_zoomcamp/hw1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SchneiderSix/Machine-Learning---Zoomcamp/blob/main/ml_zoomcamp/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SchneiderSix/Machine-Learning---Zoomcamp/blob/main/ml_zoomcamp/hm3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SchneiderSix/Machine-Learning---Zoomcamp/blob/main/ml_zoomcamp/hw4.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/SchneiderSix/Midterm-Project-Zoomcamp - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/SchneiderSix/Capstone-1-Project-Zoomcamp learning_in_public_links: - https://www.linkedin.com/posts/jmrossi6_github-schneidersixcapstone-1-project-zoomcamp-activity-7280133991419043840-29pw?utm_source=share&utm_medium=member_desktop - position: 139 display_name: Nifty Blackwell total_score: 71 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/austinnoah92/MLZOOMCAMP_2024/tree/main/intro faq_contribution: What are the deadlines in this course? - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/austinnoah92/MLZOOMCAMP_2024/blob/main/Others/homework2.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/austinnoah92/MLZOOMCAMP_2024/blob/main/Others/homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/austinnoah92/MLZOOMCAMP_2024/blob/main/Others/homework5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/austinnoah92/MLZOOMCAMP_2024/blob/main/Others/homework6.ipynb projects: - project: Capstone 1 project_slug: capstone1 total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/austinnoah92/Capstone1_Project - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/austinnoah92/Capstone_2 - position: 140 display_name: Reverent Meucci total_score: 71 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/1_intro_to_ml/module_1_homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/2_regression/module_2_homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/3_classification/module_3_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/4_evaluation/module_4_homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/5_deployment/module_5_homework.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/6_trees/module_6_homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/8_deeplearning/module_8_homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/ml-zoomcamp/blob/main/9_serverless/module_9_homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/viviensiu/heart-failure-prediction - position: 141 display_name: Roman Didyk total_score: 70 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024/blob/main/notebooks/Homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024/blob/main/notebooks/Homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024/blob/main/notebooks/Homework4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024/blob/main/notebooks/Homework6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024_08-deep-learning - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/7Starik7/rd-ml-zoomcamp-2024 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/7Starik7/rd-ml-midterm-2024 - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/7Starik7/rd-ml-capstone1-2024 faq_contribution: Solution has been made on MacOS M1 and may not work properly with another architecture. - position: 142 display_name: Jez Redfern total_score: 70 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Ann-M-R/ML-zoomcamp/blob/main/module%201/homework.ipynb faq_contribution: "I had doubts about 1.6, environment setup. I asked those in\ \ Slack in the course-ml-zoomcamp channel\r\n\"Hi, for setting up the environment,\ \ is aws or ubuntu required? I use jupyter notebook in vscode in windows. Is\ \ that enough?\"" - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ann-M-R/ML-zoomcamp/blob/main/module%202/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Ann-M-R/ML-zoomcamp/blob/main/module%203/homework.ipynb faq_contribution: "https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728934085692999?thread_ts=1728933447.606109&cid=C0288NJ5XSA\r\ \n\r\nhttps://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728933754390559?thread_ts=1728932122.408629&cid=C0288NJ5XSA" - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ann-M-R/ML-zoomcamp/blob/main/module%204/homework1.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Ann-M-R/Alzheimer-s-prediction - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Ann-M-R/Bike-sharing - position: 143 display_name: Practical Edison total_score: 70 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mabella29/machine-learning-zoomcamp-homework/blob/main/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mabella29/machine-learning-zoomcamp-homework/blob/main/Untitled.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Mabella29/machine-learning-zoomcamp-homework/blob/main/homework3.ipynb learning_in_public_links: - https://www.linkedin.com/posts/adebi-georgina-1a4960307_machinelearning-datascience-datatalksclub-activity-7251685255869317121-Jczw?utm_source=share&utm_medium=member_ios - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mabella29/machine-learning-zoomcamp-homework/blob/main/Untitled4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Mabella29/machine-learning-zoomcamp-homework/tree/main/HW learning_in_public_links: - https://www.linkedin.com/posts/adebi-georgina-1a4960307_datatalksclub-ml-docker-activity-7257674808354643968-trzS?utm_source=share&utm_medium=member_ios projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Mabella29/BC_Prediction learning_in_public_links: - https://www.linkedin.com/posts/adebi-georgina_streamlitapp-activity-7266931681486352384-CpSM?utm_source=share&utm_medium=member_desktop - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Mabella29/NN_food_classifier learning_in_public_links: - https://www.linkedin.com/posts/adebi-georgina_machinelearning-deeplearning-transferlearning-activity-7292274850440585218-EPRn?utm_source=share&utm_medium=member_desktop - position: 144 display_name: Pensive Chiikawa total_score: 70 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yangykawa/ml-zoomcamp/blob/main/01%20intro/01%20Intro_hm.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yangykawa/ml-zoomcamp/blob/main/02_regression/02_regression_hm.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Capstone 1 project_slug: capstone1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yangykawa/ml-zoomcamp/tree/main/01_midterm_project - project: Capstone 2 project_slug: capstone2 total_score: 16 project_score: 7 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yangykawa/ml-zoomcamp/tree/main/project2 - position: 145 display_name: Flamboyant Elion total_score: 69 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanisaur/ML_zoomcamp/blob/main/ML_Homework_01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanisaur/ML_zoomcamp/blob/main/ML_Homework_02.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanisaur/ML_zoomcamp/blob/main/ML_Homework_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/tanisaur/ML_zoomcamp/tree/master learning_in_public_links: - https://x.com/tanisaur/status/1850760142742053065 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanisaur/ML_zoomcamp/blob/main/ML_HW_06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanisaur/ML_zoomcamp/blob/main/ml_hw_08.ipynb projects: - project: Capstone 1 project_slug: capstone1 total_score: 16 project_score: 7 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tanisaur/Fitness-Class-Prediction/tree/main - project: Capstone 2 project_slug: capstone2 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tanisaur/bikeshare-stations/tree/main - position: 146 display_name: zerokodes total_score: 69 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zerokodes/ML-Zoomcamp_Home-Work/tree/master/Module-1 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zerokodes/ML-Zoomcamp_Home-Work/tree/master/Module-3 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zerokodes/ML-Zoomcamp_Home-Work/tree/master/module-8 - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 9 questions_score: 9 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zerokodes/Heart_Disease_Prediction learning_in_public_links: - https://www.linkedin.com/posts/nduka-henry_thrilled-to-share-my-just-concluded-mid-term-activity-7265761312549294081-bCRo?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zerokodes/Stroke-Prediction learning_in_public_links: - https://www.linkedin.com/posts/nduka-henry_datatalksclub-machinelearning-datascience-activity-7282157853501501442-I_ZC?utm_source=share&utm_medium=member_desktop - position: 147 display_name: Reverent Hamilton total_score: 69 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mar1-k/mar1_ml_zoomcamp_2024/blob/main/section_1/section1_hw.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mar1-k/mar1_ml_zoomcamp_2024/blob/main/module_2/module_2_hw.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mar1-k/mar1_ml_zoomcamp_2024/tree/main/module_5/homework projects: - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/mar1-k/chess_elo_prediction - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/mar1-k/chess_opening_classifier - position: 148 display_name: Tsila_Andriantsoa total_score: 69 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tsila-andriantsoa/Customer_conversion_rate.git - project: Capstone 1 project_slug: capstone1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tsila-andriantsoa/health_insurance_lead_prediction.git - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/tsila-andriantsoa/Body_performance_classification.git - position: 149 display_name: Stupefied Rubin total_score: 69 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Serena-github-c/ML-Laptops-Price-Prediction/tree/main - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Serena-github-c/Bank-Client-Classification learning_in_public_links: - https://github.com/Serena-github-c/Bank-Client-Classification - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Serena-github-c/Bank-Client-Classification learning_in_public_links: - https://github.com/Serena-github-c/Bank-Client-Classification - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Serena-github-c/Deploy-ML learning_in_public_links: - https://github.com/Serena-github-c/Deploy-ML projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Serena-github-c/ML-water-potability faq_contribution: "Where can i find other people’s projects to peer review them\ \ and where do i post mine for peer review? (cohort 2024).\r\nAnswer: \r\nThe\ \ review assignments will be available after the first phase of the project\ \ is over -i.e. after the submission deadline. After that you will have one\ \ week to complete the review." learning_in_public_links: - https://github.com/Serena-github-c/ML-water-potability - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Serena-github-c/Deep-Learning--Waste-Classification learning_in_public_links: - https://github.com/Serena-github-c/Deep-Learning--Waste-Classification - position: 150 display_name: Lillian Phyo total_score: 69 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/lillianphyo/mlzoomcamp.git learning_in_public_links: - https://x.com/lillianphyo/status/1840964581910523936?t=1LerbwK1dnw854fUVGkeiQ&s=19 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/lillianphyo/mlzoomcamp.git learning_in_public_links: - https://x.com/lillianphyo/status/1844248990101147652?t=dIEh4BurBOG85QF8C3AobQ&s=35 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/lillianphyo/mlzoomcamp.git learning_in_public_links: - https://x.com/lillianphyo/status/1846811681839894759?t=mEgNVdd1kVzo1CpWfkyupA&s=35 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/lillianphyo/BRPP_MLS.git learning_in_public_links: - https://www.linkedin.com/posts/lillianphyo_github-lillianphyobrppmls-contribution-activity-7267039793463631872-xpv3?utm_source=share&utm_medium=member_desktop - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/lillianphyo/mlzoomcamp_capstone_1_2025.git learning_in_public_links: - https://x.com/lillianphyo/status/1879025618098286677?t=zagFH3jF_oLgP_6lYZ6D1w&s=19 - position: 151 display_name: Samuel Alene total_score: 69 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/01_intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/02_regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/03_classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/04_evaluation/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/tree/main/05_deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/06_trees/homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/08_deep_learning/homework.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/blob/main/09_serverless/homework.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sam23121/ml_zoomcamp/tree/main/10_kubernetes/homework projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sam23121/crop-recomendation - position: 152 display_name: Condescending Newton total_score: 68 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wanyingng/machine-learning-zoomcamp-2024/blob/main/02-regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wanyingng/machine-learning-zoomcamp-2024/blob/main/03-classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wanyingng/machine-learning-zoomcamp-2024/blob/main/04-evaluation/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wanyingng/machine-learning-zoomcamp-2024/tree/main/05-deployment/homework projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/wanyingng/student-performance-prediction - project: Capstone 2 project_slug: capstone2 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/wanyingng/visa-approval-prediction - position: 153 display_name: Sleepy Aryabhata total_score: 66 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dogobley/zoomcamp_homeworks - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dogobley/zoomcamp_homeworks/blob/main/mlweek2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dogobley/zoomcamp_homeworks/blob/main/mlweek3.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dogobley/zoomcamp_homeworks - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dogobley/zoomcamp_homeworks projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Dogobley/burned_calories_model - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Dogobley/parkinson_motor_updrs - position: 154 display_name: Wonderful Bhaskara total_score: 66 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/blecktita/ml-training-course faq_contribution: No problems at all learning_in_public_links: - https://x.com/MathmoKiwi/status/1838536212489081212 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course faq_contribution: NA - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course faq_contribution: Nothing to report, Thanks for this great course - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 2 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course faq_contribution: No question - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course faq_contribution: NA - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course faq_contribution: No question for now - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blecktita/ml-training-course - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/blecktita/Deep-Learning-Clothing-Classification faq_contribution: No questions learning_in_public_links: - https://github.com/blecktita/Deep-Learning-Clothing-Classification projects: - project: Midterm Project project_slug: midterm total_score: 9 project_score: 0 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/blecktita/live-crypto-price-prediction - position: 155 display_name: Its not a Piotr total_score: 66 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1Tn3zCskzpwfdZPDwdDzekEPe3oTTHl9o?usp=sharing learning_in_public_links: - https://www.youtube.com/watch?v=rawGPXg2ofE&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=21 - https://www.youtube.com/watch?v=Dnxesr1FH7c&t=29s - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728313102278529 - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728380779957089 - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728335034152009 - https://www.youtube.com/watch?v=KT--uIJozes&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=26 - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728297402474149 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1O77WV3NIi03fL5KPNCuNmg0auBo5VS_w?usp=sharing learning_in_public_links: - https://en.wikipedia.org/wiki/Mutual_information - https://en.wikipedia.org/wiki/Logistic_regression - https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html - https://www.freecodecamp.org/news/linear-regression-vs-logistic-regression/#:~:text=But%20here's%20the%20main%20difference,applications%2C%20equations%2C%20and%20objectives. - https://en.wikipedia.org/wiki/Training,_validation,_and_test_data_sets - https://www.youtube.com/watch?v=7KFE2ltnBAg&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=36 - https://www.youtube.com/watch?v=_u2YaGT6RN0&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=34 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/10d19VteJoCUyGbTGQa_hBaSYD_HafmA6?usp=sharing faq_contribution: Its nice to have this course! learning_in_public_links: - https://youtu.be/B5PATo1J6yw?si=h7-sAIBAOLB9YVtT - https://youtu.be/hvIQPAwkVZo?si=dRvwhc0GPaNvZoTg - https://youtu.be/B5PATo1J6yw?si=RdY0fZIxv0uB6E0q - https://youtu.be/BIIZaVtUbf4?si=OlgJB3VrM86-A0H6 - https://youtu.be/gRLP_mlglMM?si=90tuVqFg8I9nW9sw - https://youtu.be/FW_l7lB0HUI?si=RgpHpTWyS20lx9Wz - https://youtu.be/gmg5jw1bM8A?si=vToSk4CauuzgmzQX - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/cncPomper/ML-2024-course faq_contribution: Good job! I'm not sure if possible to have a pipenv for python 3.12. It's works for python 3.10 though learning_in_public_links: - https://www.youtube.com/watch?v=gaBpAhdxB4w&t=56s - https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1730241576727329 - https://www.youtube.com/watch?v=EJpqZ7OlwFU&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=52 - https://youtu.be/W7ubna1Rfv8?si=CLGlw0G6tX6RlTVI - https://github.com/MemoonaTahira/MLZoomcamp2022/blob/main/Notes/Week_5-flask_and_docker_for_deployment/Setting_up_WSL%2BDocker.md - https://github.com/MemoonaTahira/MLZoomcamp2022/blob/main/Notes/Week_5-flask_and_docker_for_deployment/readme.md - https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/05-deployment/homework.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/17V8ExqG6AM9QP6kItrBOs7JWrGND49ne?usp=sharing faq_contribution: Great work! learning_in_public_links: - https://youtu.be/YGiQvFbSIg8?si=PBCRbOjBXA8fjDO6 - https://youtu.be/XODz6LwKY7g?si=FwE7kSXVMpRVTpdA - https://youtu.be/XODz6LwKY7g?si=Upfw5X1gw7CXFZYW - https://youtu.be/XODz6LwKY7g?si=9Otif11jtiW23lTt - https://youtu.be/FZhcmOfNNZE?si=IzJBwEWhCuycjrmr - https://youtu.be/xFarGClszEM?si=g5q8gUdhURu89_WI - https://youtu.be/VX6ftRzYROM?si=At5q6g_kFPNvE-Fs - position: 156 display_name: Blessman Newton total_score: 65 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Blessman-Newton/ML-Zoomcamp/blob/main/01_intro_Homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Blessman-Newton/ML-Zoomcamp/blob/main/Classifications/bank_marketing.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Blessman-Newton/ML-Zoomcamp/blob/main/Evaluation/homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 9 project_score: 9 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Blessman-Newton/predicting-fly-rock.git - project: Capstone 1 project_slug: capstone1 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Blessman-Newton/Loan-predictor.git - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Blessman-Newton/Heart-Attack-Risk-Assessment - position: 157 display_name: Crazy Babbage total_score: 64 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/01-intro/Homework/Homework1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/02-regression/Homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/03-classification/Homework%203.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/05-deployment/Homework5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/06-trees/Homework6.ipynb learning_in_public_links: - https://x.com/Pavlo26245613/status/1853557368329830723 - https://x.com/Pavlo26245613/status/1853558039158071544 - https://x.com/Pavlo26245613/status/1853558612506939610 - https://x.com/Pavlo26245613/status/1853560417043308773 - https://x.com/Pavlo26245613/status/1853562358020407439 - https://x.com/Pavlo26245613/status/1853562447187292382 - https://x.com/Pavlo26245613/status/1853562571820773671 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/08-deep-learning/Homework8.ipynb learning_in_public_links: - https://x.com/Pavlo26245613/status/1863632574284783972 - https://x.com/Pavlo26245613/status/1863633130503987664 - https://x.com/Pavlo26245613/status/1863634348584358357 - https://x.com/Pavlo26245613/status/1863634935384342930 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/elgrassa/machine-learning-zoomcamp/blob/master/09-serverless/Homework9.ipynb learning_in_public_links: - https://x.com/Pavlo26245613/status/1866948053506355522 - https://x.com/Pavlo26245613/status/1866948210947715460 - https://x.com/Pavlo26245613/status/1866948315599999162 - https://x.com/Pavlo26245613/status/1866948387796365621 - https://x.com/Pavlo26245613/status/1866948473267892580 - https://x.com/Pavlo26245613/status/1866948588472811653 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - position: 158 display_name: bankymondial total_score: 64 homeworks: - homework: Article homework_slug: article total_score: 20 questions_score: 20 faq_score: 0 learning_in_public_score: 0 homework_link: https://bankymondial.github.io/Beyond-Model-Selection/ projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bankymondial/Predicting-Gym-Class-Attendance - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bankymondial/placement-prediction - position: 159 display_name: Sourabh Lakhera total_score: 64 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/blob/main/Week-1_intro/01-env_check.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/blob/main/WWEK-2_02-REGRESSION/homework_week_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/blob/main/WEEK-3-CLASSIFICATION/s100rab_files/homework/week_3_homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/100rablakhera_machinelearning-logisticregression-datascience-activity-7251862045875159040-_qU4?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/blob/main/WEEK-4-EVALUATION/homework_week_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/blob/main/week-06-trees/homework_notebook.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 13 project_score: 10 peer_review_score: 3 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/tree/main/Projects/themal_image_analysis - project: Capstone 1 project_slug: capstone1 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/tree/main/Projects/BigMartsales - project: Capstone 2 project_slug: capstone2 total_score: 7 project_score: 7 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/s100rab/Machine_learning_zoomcamp_s100rab/tree/main/Projects/themal_image_analysis - position: 160 display_name: Goofy Easley total_score: 64 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework/blob/main/01-intro/hw.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework/blob/main/02-regression/hw.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework/blob/main/03-classification/hw.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework/blob/main/06-trees/hw.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework/blob/main/08-deep-learning/hw.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework/tree/main/09-serverless - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anton-dex/machine-learning-zoomcamp-homework projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/anton-dex/wine-quality - position: 161 display_name: Harinder Singh Sudwal total_score: 63 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Hsinghsudwal/ML-Zoomcamp/blob/main/01-intro/homework.ipynb faq_contribution: NA learning_in_public_links: - https://medium.com/@sudwalh/01-intro-b47720c59871 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Hsinghsudwal/ML-Zoomcamp/blob/main/02-regression/02-regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Hsinghsudwal/ML-Zoomcamp/blob/main/03-classification/classification.ipynb learning_in_public_links: - https://medium.com/@sudwalh/ml-classification-50e6ea9beb9e - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Hsinghsudwal/ML-Zoomcamp/blob/main/04-evaluation/evaluation.ipynb learning_in_public_links: - https://medium.com/@sudwalh/04-evaluation-metrics-e981a0a8d566 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Hsinghsudwal/ML-Zoomcamp/tree/main/05-deployment learning_in_public_links: - https://medium.com/@sudwalh/deploying-machine-learning-models-d84e39acb199 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Hsinghsudwal/ML-Zoomcamp/blob/main/06-trees/trees.ipynb learning_in_public_links: - https://medium.com/@sudwalh/decision-trees-and-ensemble-learning-1ed3726e4745 projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Hsinghsudwal/ml-cirrhosis-project learning_in_public_links: - https://medium.com/@sudwalh/machine-learning-project-b841a3719bdf - position: 162 display_name: Manohar_Y total_score: 62 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Naga-Manohar-Y/ML_ZoomCamp/tree/main/07_midterm_project faq_contribution: N/A - project: Capstone 1 project_slug: capstone1 total_score: 14 project_score: 14 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Naga-Manohar-Y/Classifying_Chessmen/tree/main faq_contribution: None - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Naga-Manohar-Y/Classifying_Chessmen/tree/main faq_contribution: N/A - position: 163 display_name: Exciting Newton total_score: 61 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olusegunajibola/mlzoomcamp-certification - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olusegunajibola/mlzoomcamp-certification/blob/main/3_classification.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olusegunajibola/mlzoomcamp-certification/blob/main/5_deployment/feedback/ projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/olusegunajibola/ml-training-deployment - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/olusegunajibola/timeseries-neuralnets-xgboost - position: 164 display_name: Dreamy Carson total_score: 61 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abarlukova/ml-zoomcamp/blob/main/hw1/hw1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abarlukova/ml-zoomcamp/blob/main/hw2/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abarlukova/ml-zoomcamp/blob/main/hw3/hw3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abarlukova/ml-zoomcamp/blob/main/hw4/hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abarlukova/ml-zoomcamp/tree/main/hw5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abarlukova/ml-zoomcamp/blob/main/hw6/hw6.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/abarlukova/Predictor_diabetes/tree/main learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7267206554339184640/ - position: 165 display_name: BRIAN KIMUTAI SIELE total_score: 60 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1SZKAroAKJJBrF7CYPhqr4f013sBOKKts/view?usp=drive_link - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kimutai99/Machine-learning-Zoomcamp-2024/blob/main/Homework%20Chapter%202.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kimutai99/Machine-learning-Zoomcamp-2024/blob/main/homework%20chapter%203.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kimutai99/Machine-learning-Zoomcamp-2024/blob/main/homework%202024%20chapter%204.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kimutai99/Machine-learning-Zoomcamp-2024/tree/ft-deployment - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kimutai99/Heart--Disease-Prediction - project: Capstone 2 project_slug: capstone2 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kimutai99/Potato-Leaf-Classification - position: 166 display_name: Rasul total_score: 60 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/1.%20Introduction/homework_01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/2.%20Regression/HW2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/3.%20Classification/HW3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/4.%20Evaluation/HW4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/5_deployment/HW5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/6_trees/HW6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/haniyrasul/CodeCraft/blob/main/ML_ZoomCamp/8_deep-learning/hw8-deeplearning.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/haniyrasul/mlzoomcamp-midtermproject learning_in_public_links: - https://www.linkedin.com/posts/activity-7267044750292131840-4MDU?utm_source=share&utm_medium=member_desktop - position: 167 display_name: Eyvaz Najafli total_score: 60 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Eyvaz27/Data-Talks-Club-Tasks/tree/caf262ca30fbdad40194374facbd99e263ec4aa4/Machine%20Learning%20Zoomcamp/week1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Eyvaz27/Data-Talks-Club-Tasks/blob/main/Machine%20Learning%20Zoomcamp/week2/week2_solution.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Eyvaz27/Data-Talks-Club-Tasks/blob/main/Machine%20Learning%20Zoomcamp/week3/week3_solution.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Eyvaz27/Data-Talks-Club-Tasks/blob/main/Machine%20Learning%20Zoomcamp/week4/week4_solution.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Eyvaz27/Data-Talks-Club-Tasks/blob/main/Machine%20Learning%20Zoomcamp/week5/homework_solution/week5_solution.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Eyvaz27/Data-Talks-Club-Tasks/blob/main/Machine%20Learning%20Zoomcamp/week6/week6_solution.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Eyvaz27/Deep-Voice-Deep-Fake-Voice-Recognition - position: 168 display_name: Elegant Bhabha total_score: 59 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/blob/main/week2/laptop_regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/blob/main/week3/bank_marketing.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/blob/main/week4/classification.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/tree/main/week5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/blob/main/week6/hw.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/blob/main/week8/hw8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmamayeva/ml_zoomcamp/blob/main/week9/hw_convertsion.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/dmamayeva/mentis-salutis-analysis - position: 169 display_name: Jovial Sanderson total_score: 59 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.kaggle.com/code/anweshab91/ab-ml-zoomcamp-mod1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.kaggle.com/code/anweshab91/ml-zoomcamp-ab-mod2/notebook - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.kaggle.com/anweshab91/ml-zoomcamp-mod3 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.kaggle.com/anweshab91/ml-zoomcamp-mod4 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnweshaB12/ML_Zoomcamp/tree/Module_5 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.kaggle.com/code/anweshab91/ml-zoomcamp-mod8 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.kaggle.com/code/anweshab91/ml-zoomcamp-mod9 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AnweshaB12/ML_Zoomcamp_Midterm_Project - position: 170 display_name: Jovial Black total_score: 58 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joshuaati/machine-learning-zoomcamp-homework/blob/main/01-intro/Homework-W1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/joshuaati/machine-learning-zoomcamp-homework/blob/main/02-regression/Homework-W2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/joshua-ati-460750110_mlzoomcamp2024-machinelearning-ai-activity-7250259329273004033-FMXU?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/joshuaati/machine-learning-zoomcamp-homework learning_in_public_links: - https://www.linkedin.com/posts/joshua-ati-460750110_mlzoomcamp2024-activity-7252076763852263424-jtCx?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joshuaati/machine-learning-zoomcamp-homework/blob/main/04-evaluation_metrics/Homework-W4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joshuaati/machine-learning-zoomcamp-homework/tree/main/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joshuaati/machine-learning-zoomcamp-homework/blob/main/06-trees/Homework-W6.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/joshuaati/airline-customer-satisfaction - position: 171 display_name: Elegant Wiles total_score: 58 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/blob/main/01-Intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/shukurat-bello_github-shukrohbellomachine-learning-zoomcamp-activity-7245900672041144320-7EOr?utm_source=share&utm_medium=member_desktop - https://x.com/LadyShukroh/status/1840202787470065920 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 10 questions_score: 4 faq_score: 1 learning_in_public_score: 5 homework_link: https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/blob/main/02-regression/homework.ipynb faq_contribution: for this homework, I was getting a wrong answer to the question compared to the options, I resolved it by removing the np.log1p from the training, test and validation data. learning_in_public_links: - https://www.linkedin.com/posts/shukurat-bello_machine-learning-zoomcamp02-regressionhomeworkipynb-activity-7249840637707964417-MDdD?utm_source=share&utm_medium=member_desktop - https://x.com/LadyShukroh/status/1844077755518025807 - https://x.com/LadyShukroh/status/1844111231571066938 - https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/blob/main/02-regression/homework.ipynb - https://dly.to/dGY4PHkfRq3 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 9 questions_score: 5 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/blob/main/03-classification/homework_03.ipynb faq_contribution: I ran into some error , but I got clarification on slack learning_in_public_links: - https://x.com/LadyShukroh/status/1845962053871161394 - https://dly.to/SmEPYuTNcl1 - https://x.com/LadyShukroh/status/1844111231571066938 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/blob/main/04-evaluation/homework_04.ipynb faq_contribution: 'Yes' learning_in_public_links: - https://x.com/LadyShukroh/status/1848516532722188385 - https://dly.to/ngj0SCOTjDI - https://x.com/LadyShukroh/status/1848525795246907464 - 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homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/blob/main/06-trees/homework_06.ipynb learning_in_public_links: - https://www.linkedin.com/posts/shukurat-bello_machine-learning-zoomcamp04-evaluationhomework-activity-7260202518461181952-ZXt1?utm_source=share&utm_medium=member_desktop - https://github.com/ShukrohBello/Machine-Learning-Zoomcamp/tree/main/06-trees - https://app.daily.dev/posts/ml-zoomcamp-week-4-gt4rruvks - position: 172 display_name: YS total_score: 58 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yanqing-song/machine-learning-zoomcamp-homework/blob/main/01-intro.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/yanqing-song/machine-learning-zoomcamp-homework/blob/main/02-regression%20homework.ipynb learning_in_public_links: - 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project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/MaksymAndreiev/WhoAbove - project: Capstone 1 project_slug: capstone1 total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/MaksymAndreiev/RWPathDetection - position: 174 display_name: Ana Belen Barbero Castejon total_score: 57 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnaBelenBarbero/Datatalks_Machine_Learning_2024/blob/60ec2975e205d1013a6e80df63bbe4bd5c09f5b9/Intro.ipynb projects: - project: Capstone 1 project_slug: capstone1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AnaBelenBarbero/detect-prompt-injection learning_in_public_links: - 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homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlexanderPelaezJimenez/ml_zoomcamp_2024/blob/5a930bd199d6dc13a1f2fa47d31305cfe3cc138f/week_3_classification/notebooks/homework_week_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlexanderPelaezJimenez/ml_zoomcamp_2024/blob/f69013973ef024f9c52ba4d9d88a114cee3e00e4/week_4_evaluation/notebooks/homework_week_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlexanderPelaezJimenez/ml_zoomcamp_2024/tree/a91f615d2aff0bf08febf7be1f53efd7207a6700/week_5_deployment/homework_week_5/homework_week_5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlexanderPelaezJimenez/ml_zoomcamp_2024/blob/9f6aa02cc78df5459ea4d37eaa770c1775de07f9/week_6_trees/notebooks/homework_week_6.ipynb projects: - 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https://www.linkedin.com/posts/spa-raj_mlzoomcamp-mlengineering-datascience-activity-7251529124853260288-z81t?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/spa-raj_mlzoomcamp-mlengineering-datascience-activity-7251533181600866304-dLGo?utm_source=share&utm_medium=member_desktop - https://x.com/spar_raj/status/1845772721050837096 - https://x.com/spar_raj/status/1845772723303203247 - https://x.com/spar_raj/status/1845772725819695592 - https://x.com/spar_raj/status/1845772728097226873 - https://x.com/spar_raj/status/1845772730563502204 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/sparsh3007/ml-zoomcamp/blob/main/Module%204/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/spa-raj_mlzoomcamp-mlengineering-datascience-activity-7253011723966717952-BGBc?utm_source=share&utm_medium=member_desktop - https://x.com/spar_raj/status/1848725208158347518 - https://x.com/spar_raj/status/1848725210809163998 - https://x.com/spar_raj/status/1848725213178949837 - https://www.linkedin.com/posts/spa-raj_machinelearning-mlzoomcamp-datascience-activity-7255169010554572800-jrXt?utm_source=share&utm_medium=member_desktop - https://x.com/spar_raj/status/1849404807003459759 - https://x.com/spar_raj/status/1849404809419395444 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/sparsh3007/ml-zoomcamp/tree/main/Module-5-hw learning_in_public_links: - https://www.linkedin.com/posts/spa-raj_mlzoomcamp-mlengineering-aws-activity-7257820434220343296-bkcm?utm_source=share&utm_medium=member_desktop - https://x.com/spar_raj/status/1852057689997873201 - https://x.com/spar_raj/status/1852057692610949212 - https://x.com/spar_raj/status/1852057695215587632 - https://x.com/spar_raj/status/1852057697811861726 - 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homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/khalisulakbar/machine-learning-zoomcamp/blob/master/06-trees/week-6/homework_week_6.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/khalisulakbar/body-performance-prediction - position: 185 display_name: Condescending Meucci total_score: 55 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - 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homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Yasser-Cloud/ml-zoomcamp/tree/main/week5 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Yasser-Cloud/ml-zoomcamp/tree/main/mid-term learning_in_public_links: - https://www.kaggle.com/datasets/kemical/kickstarter-projects - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Yasser-Cloud/greens learning_in_public_links: - https://huggingface.co/docs/hub/en/spaces - position: 187 display_name: Siddharth total_score: 54 homeworks: - 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https://www.linkedin.com/posts/temitope-bamidele_github-datatalksclubmachine-learning-zoomcamp-activity-7243511028641128448-Qx0S?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/bamidele42/ML_Zoomcamp/blob/master/HomeWork_2_Machine_Learning%20_for_regression.ipynb learning_in_public_links: - https://www.linkedin.com/posts/temitope-bamidele_mlzoomcamphomework2machinelearning-activity-7250278520482918401-pH3F?utm_source=share&utm_medium=member_desktop projects: - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bamidele42/ML_zoomcamp_projects/tree/master/Capstone_1_project learning_in_public_links: - https://x.com/BamideleGeolaw/status/1878941351808844172 - project: Capstone 2 project_slug: capstone2 total_score: 21 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bamidele42/ML_zoomcamp_projects/tree/master/Capstone_2_project learning_in_public_links: - https://x.com/BamideleGeolaw/status/1886538562348482960 - position: 192 display_name: Paola Gomez total_score: 53 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/blob/main/homework-1/homework-1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/blob/main/homework-2/homework-2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/blob/main/homework-3/homework-3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/blob/main/homework-4/homework-4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/tree/main/homework-5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/blob/main/homework-6/homework-6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pgomezr0/Machine-Learning-Zoomcamp/tree/main/homework-8 projects: - project: Midterm Project project_slug: midterm total_score: 15 project_score: 6 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/pgomezr0/Monterrey-Collisions - position: 193 display_name: Distracted Turing total_score: 53 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1HyIKaBvjqJo6hFAwhxwN2CSR2bhN6SzQ?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1wgKjQ5fGFO5zuH6FHyi1_W6heDlSjlrp?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1UzK2jr1EJawdwV7JwaSEutFGwpYNwH55?usp=sharing - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1MBmwVXWFK27E-sWyNYZ0Am1crSZzImD0?usp=sharing - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1vyDzVxL00tCXjwvdLsaZUREf7Qx4l4hU?usp=sharing - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1_bvlhpMLoZoY8k8B4hae9HkvYFhknhbC?usp=sharing - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1vjXpBrcqWXt0uYpPCoG1YaQJ-UslHdoE?usp=sharing projects: - project: Midterm Project project_slug: midterm total_score: 15 project_score: 6 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/nazilaeshghi/zoomcamp2024-Projects-Midterm.git - position: 194 display_name: Affectionate Golick total_score: 52 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azizkatlane/ml-zoomcamp-2024/blob/main/01_intro_homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azizkatlane/ml-zoomcamp-2024/blob/main/2_linear_regression/Linear_regression_homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azizkatlane/ml-zoomcamp-2024/blob/main/3_log_regression/log_regression_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azizkatlane/ml-zoomcamp-2024/blob/main/4_evaluation/evaluation.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azizkatlane/ml-zoomcamp-2024/tree/main/5_deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/azizkatlane/ml-zoomcamp-2024/blob/main/6_Dt_Rf_XGb/6_dt_rf_xgb_homwork.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/azizkatlane/zoomcamp-midterm1 - position: 195 display_name: Funny Elion total_score: 52 homeworks: - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yatesmac/student_evaluation/tree/main - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yatesmac/car_price_prediction - position: 196 display_name: Pedantic Leakey total_score: 51 projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Romuald86github/happiness_prediction faq_contribution: NA - project: Capstone 1 project_slug: capstone1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Romuald86github/loan-prediction-ml-project faq_contribution: Not yet - position: 197 display_name: LaboraTORIbio total_score: 51 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/LaboraTORIbio/life_expectancy_prediction faq_contribution: No FAQ contribution - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/LaboraTORIbio/breast_cancer_classifier - position: 198 display_name: Bruno Antunes total_score: 51 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bruno-jga/ML-ZOOMCAMP/blob/main/02_regression/Homework/02_homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bruno-jga/ML-ZOOMCAMP/blob/main/03_classification/Homework/03_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bruno-jga/ML-ZOOMCAMP/blob/main/04_evaluation/Homework/04_homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bruno-jga/ML-ZOOMCAMP/tree/main/05_deployment/Homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bruno-jga/ML-ZOOMCAMP/blob/main/06_trees/Homework/06_homework.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bruno-jga/ML-ZOOMCAMP/blob/main/08_deeplearning/Homework/08_homework.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bruno-jga/calorie_burning_predictor_project - position: 199 display_name: Pei-Tong Tsai total_score: 50 projects: - project: Midterm Project project_slug: midterm total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Pei-Tong/ml-zoomcamp-midproject.git faq_contribution: I have many questions, but I'm focused on understanding the overall concept. I'm trying to catch up. - project: Capstone 1 project_slug: capstone1 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Pei-Tong/Image-Classification_DL.git learning_in_public_links: - https://youtu.be/iq6Xjwu7-iM?si=FIlmFVLDQcfRA7j3 - position: 200 display_name: Woye_Saheed total_score: 50 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adewoye-saheed-dML/Datatalk_assignments/blob/main/assignment1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adewoye-saheed-dML/Datatalk_assignments/blob/main/assignment2-Linear_regression.ipynb faq_contribution: none - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adewoye-saheed-dML/Datatalk_assignments/blob/main/logistic_regression_assg.ipynb faq_contribution: none - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adewoye-saheed-dML/Datatalk_assignments/blob/main/Logistic_Regression_model_evaluation.ipynb faq_contribution: none projects: - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/adewoye-saheed-dML/depression-prediction-app learning_in_public_links: - https://www.linkedin.com/posts/adewoye-saheed-dml_college-student-depression-project-demo-activity-7275826396940103681-oyQm?utm_source=share&utm_medium=member_desktop - project: Capstone 2 project_slug: capstone2 total_score: 6 project_score: 6 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/adewoye-saheed-dML/Lagos_state_flood_prediciton_2024 - position: 201 display_name: Astromango total_score: 50 homeworks: - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Luismartco/machine-learning-zoomcamp/blob/homework04/cohorts/2024/04-evaluation/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/luismarbv_github-luismartcomachine-learning-zoomcamp-activity-7254323322992103424-1BEn?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Luismartco/machine-learning-zoomcamp/tree/homework05/cohorts/2024/05-deployment faq_contribution: . learning_in_public_links: - https://www.linkedin.com/posts/luismarbv_machine-learning-zoomcampcohorts202404-activity-7256529865481293824-o1vd?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Luismartco/machine-learning-zoomcamp/blob/homework06/cohorts/2024/06-trees/homework.ipynb faq_contribution: . learning_in_public_links: - https://www.linkedin.com/posts/luismarbv_machine-learning-zoomcampcohorts202404-activity-7259247121978077184-0MwF?utm_source=share&utm_medium=member_desktop - https://x.com/theluismar1/status/1853481921420169605 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Luismartco/machine-learning-zoomcamp/blob/homework08/cohorts/2024/08-deep-learning/homework.ipynb faq_contribution: . learning_in_public_links: - https://www.linkedin.com/posts/luismarbv_machine-learning-zoomcampcohorts202408-activity-7269487711453949952-2gqV?utm_source=share&utm_medium=member_desktop - https://x.com/theluismar1/status/1863722454926987582 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Luismartco/machine-learning-zoomcamp/tree/homework09/cohorts/2024/09-serverless faq_contribution: . projects: - project: Capstone 2 project_slug: capstone2 total_score: 16 project_score: 5 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Luismartco/ProjectMLZoomcamp faq_contribution: . learning_in_public_links: - https://x.com/theluismar1/status/1886217104036421804 - https://www.linkedin.com/posts/luismarbv_github-luismartcoprojectmlzoomcamp-activity-7291981614476087297--AGu?utm_source=social_share_send&utm_medium=member_desktop_web - position: 202 display_name: Stupefied Cray total_score: 50 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/needful0612/2024MLcamp/tree/master - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 14 project_score: 5 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/needful0612/2024mlzoomcamp.git - position: 203 display_name: Upbeat Volhard total_score: 49 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/ml-zoomcamp/blob/master/HW/hw-01/hw-01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/Jaguar838/ml-zoomcamp/blob/master/HW/02-regression/hw-02/hw-02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/ml-zoomcamp/blob/master/HW/03-classification/hw-03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://colab.research.google.com/github/Jaguar838/ml-zoomcamp/blob/master/HW/04-evaluation/hw-04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/ml-zoomcamp/blob/master/HW/05-deployment/homework_ua.md - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/Jaguar838/ml-zoomcamp/blob/master/HW/06-trees/hw-06.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/ml-zoomcamp/tree/master/HW/08-deep-learning/hw_08.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/Jaguar838/ml-zoomcamp/blob/master/HW/09-serverless/hw_09.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/ml-zoomcamp/blob/master/HW/10-kubernetes/hw-10.ipynb - position: 204 display_name: Vesna Pop-Dimitrijoska total_score: 48 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/VesnaPop-Dimitrijoska/ML-Zoomcamp-Midterm-Project - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/VesnaPop-Dimitrijoska/ML-Zoomcamp-Capstone-Project/tree/main - position: 205 display_name: Sindhuja Arivukkarasu total_score: 48 projects: - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sindhu28ss/airbnb-price-prediction-service - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sindhu28ss/grapevine-image-classification - position: 206 display_name: Hey, its me total_score: 47 projects: - project: Midterm Project project_slug: midterm total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yasamangs/Flight-Price-Prediction/tree/main - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yasamangs/Text-Emotion-Classification?tab=readme-ov-file - position: 207 display_name: Nostalgic Austin total_score: 47 projects: - project: Capstone 1 project_slug: capstone1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/shivkurtarkar/churn-prediction - project: Capstone 2 project_slug: capstone2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/shivkurtarkar/fraud-detection/ - position: 208 display_name: Cool Wilson total_score: 47 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bizzaccelerator/corn-yield-prediction.git - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bizzaccelerator/classification_of_consumer_behaviour.git - position: 209 display_name: ANDRIANARIMANANA Nomenjanahary Philippe total_score: 47 projects: - project: Capstone 1 project_slug: capstone1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Andrianarimanana/Storm_Prediction_Madagascar - project: Capstone 2 project_slug: capstone2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Andrianarimanana/Aretim-po_Heart_Disease_Prediction - position: 210 display_name: Senali total_score: 46 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/senali-d/bank_customer_churn_prediction - project: Capstone 1 project_slug: capstone1 total_score: 25 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/senali-d/sea_creatures_classification learning_in_public_links: - https://x.com/senali_d/status/1879113618379493759 - position: 211 display_name: Flamboyant Liskov total_score: 46 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/EfomahFidelis/Machine-Learning-for-Regression/blob/main/price_predict_proj/ml-zoomcamp-2024/homework/hw02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/EfomahFidelis/Predicting-Movie-Rental-Durations/blob/main/Predict_movie_rental_durations.ipynb - project: Capstone 2 project_slug: capstone2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/EfomahFidelis/Housing-Price-Prediction/blob/main/housing_price_prediction.ipynb - position: 212 display_name: Seles total_score: 45 projects: - project: Midterm Project project_slug: midterm total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/selesselvan/midterm_project_ML faq_contribution: 'No' - project: Capstone 2 project_slug: capstone2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/selesselvan/Capstone1 - position: 213 display_name: Digamber Deshmukh total_score: 45 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Digu01/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/HomeWork1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 1 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Digu01/ml-zoomcamp/blob/main/Homework-2.ipynb faq_contribution: More examples to be added for practice purpose. learning_in_public_links: - https://github.com/Digu01/ml-zoomcamp/blob/main/Homework-2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Digu01/ml-zoomcamp/blob/main/homework-3-solution-machine_learning_for_classification.ipynb faq_contribution: Needs more practical project to be added learning_in_public_links: - https://github.com/Digu01/ml-zoomcamp/blob/main/homework-3-solution-machine_learning_for_classification.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 2 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Digu01/ml-zoomcamp/tree/main/Homework-5 faq_contribution: More project to be included in session. - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Digu01/ml-zoomcamp/blob/main/Inventory_Demand_Forecasting_using_Machine_Learning_Python%20-%20Copy.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Digu01/ml-zoomcamp/tree/main/Homework-9/Serverless%20Deep%20Learning - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Digu01/ml-zoomcamp/tree/main/Homework-10 projects: - project: Midterm Project project_slug: midterm total_score: 14 project_score: 4 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/Digu01/ml-zoomcamp/blob/main/Inventory_Demand_Forecasting_using_Machine_Learning_Python%20-%20Copy.ipynb faq_contribution: More environment datasets to be added details analysis - position: 214 display_name: young dev total_score: 45 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Al-aameen/ml_zoomcamp/blob/main/ml_zoomcamp%20w1.ipynb learning_in_public_links: - https://x.com/_Al_aameen/status/1840669584723960025 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 2 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Al-aameen/ml_zoomcamp/blob/main/ml_zoomcamp%20w2.ipynb learning_in_public_links: - https://x.com/_Al_aameen/status/1844509020951826748 - https://x.com/_Al_aameen/status/1844508128278348115 - https://x.com/_Al_aameen/status/1844508045818331348 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Al-aameen/ml_zoomcamp/blob/main/ml_zoomcamp%20w4.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Al-aameen/ml_zoomcamp/blob/main/WEEK%206/ml_zoomcamp%20w6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Al-aameen/ml_zoomcamp/tree/main/WEEK%208 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Al-aameen/ml_zoomcamp/tree/main/WEEK%209 projects: - project: Capstone 1 project_slug: capstone1 total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Al-aameen/ml_zoomcamp/tree/main/Capstone%201 - position: 215 display_name: Jolly Shaw total_score: 44 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/cancinoray/ml-zoomcamp-2024/blob/main/module-1/homework-2024.ipynb learning_in_public_links: - https://www.linkedin.com/posts/cancinoraymond_in-the-module-1-introduction-to-machine-activity-7242943258966810624-9IoY?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/cancinoray/ml-zoomcamp-2024/blob/main/module-2/homework-2024.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7249129785178632192/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/cancinoray/ml-zoomcamp-2024/blob/main/module-3/homework-2024.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7252107727450120192/ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/cancinoray/ml-zoomcamp-2024/blob/main/module-4/homework-2024.ipynb learning_in_public_links: - https://x.com/zraycancino/status/1849020774847541345 - https://www.linkedin.com/feed/update/urn:li:activity:7254784971666571264/ - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/cancinoray/ml-zoomcamp-2024/tree/main/module-5/homework learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7256328474037018624/ - https://x.com/zraycancino/status/1850563268978540919 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 8 questions_score: 5 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/cancinoray/ml-zoomcamp-2024/blob/main/module-6/homework-2024.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7259970117638180865/ - https://x.com/zraycancino/status/1854205551271714836 - https://x.com/zraycancino/status/1854205553687580806 - position: 216 display_name: Quizzical Yalow total_score: 44 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1kBuIlmm2yhwVE44TPxu2TYBpDkYPXXsk?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1pEfGzICs4u9sgZ-v9VoP8eZSXgOFNViy#scrollTo=7iG9UsEVDC17 faq_contribution: "I used a template for this part homework with the questions\ \ in it. It is Colab notebook. Maybe others can use it\r\n\r\nhttps://colab.research.google.com/drive/1cm4H__gG5czYp96EUf7n29mIqQkd4ymC?usp=sharing" - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1ADI7olUmpuw5ZEdS3gYTW-X_GEwaTJUg?usp=sharing faq_contribution: https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728975518929109 learning_in_public_links: - https://www.linkedin.com/posts/sara-veradi_mlzoomcamp2024-datatalksclub-machinelearning-activity-7251923051871633410-by3e?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1vF9xHgCTkSVDBEnqhVXPXWvhs6k3m1__?hl=en#scrollTo=uKroyvAsTGyF projects: - project: Midterm Project project_slug: midterm total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/SaraVeradi/mlzoomcamp-project/tree/main - position: 217 display_name: Beteddy total_score: 43 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ov3ipo/datatalksclub_ml_course/tree/main - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/ov3ipo/datatalksclub_ml_course/blob/main/homework2.ipynb faq_contribution: This homework was quite confusing as the result from question 3 to the rest were really depend on whether log transformation was applied or not. I ended up removing the log option as to keep the answer consistent throughout the homework. Even though, the correct answer for question 4 wasn't even mentioned. - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/kumaekiku/datatalksclub_ml_course/blob/main/homework4.ipynb faq_contribution: "In question 3, when i was asked to get precision and recall,\ \ if choosing to go with formula obtain from sklearn.metrics, i think we must\ \ assgin y_pred as model.predict_proba(X_val)[:, 1] otherwise like model.predict\ \ or without [:, 1] will just simply not work or propose wront answer. \r\n\r\ \nIn question 5 and 6, even thought i had double checked every steps multiple\ \ times, and even rewrote some functions but still can't find out the reasons\ \ that make my result a bit odd compare with the given answer. \r\n\r\nOther\ \ than that, amazing homework as always i learnt a lot while doing this.\r\n\ \r\nPs: i found the solution, to get the answer that within the give choices,\ \ we need to make sure that y values is removed from the df_train and df_val\ \ as this value can heavily influence the final result." projects: - project: Midterm Project project_slug: midterm total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/kumaekiku/datatalksclub_ml_course/tree/main/project faq_contribution: "Jupyter notebook if installed globally can lead to wrong PYTHONPATH,\ \ this could lead to error of module not found while you already installed it.\ \ To solve this, we need to install ipykernel and create a separate kernel for\ \ our virtual environment. For more detail refer to README.md\r\n\r\npip install\ \ ipykernel\r\npython -m ipykernel install --user --name=myenv --display-name\ \ \"Python (myenv)\"" - position: 218 display_name: Hardcore Roentgen total_score: 43 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Foluwa/ml-zoomcamp-2024/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Foluwa/ml-zoomcamp-2024/blob/main/02-regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Foluwa/ml-zoomcamp-2024/blob/main/03-classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Foluwa/ml-zoomcamp-2024 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Foluwa/ml-zoomcamp-2024 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 9 project_score: 0 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Foluwa/ml-zoomcamp-midterm - position: 219 display_name: Suspicious Thompson total_score: 43 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-1 learning_in_public_links: - https://www.linkedin.com/posts/mpfmorawski_github-mpfmorawskiml-zoomcamp-2024-my-activity-7246759994740670465-caAB - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-2 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-3 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-4 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-6 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mpfmorawski/ml-zoomcamp-2024/tree/main/homework-8 - position: 220 display_name: Audry Barimbane total_score: 42 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/tree/main/Intro_01 learning_in_public_links: - https://x.com/audbary/status/1841186534084526429 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/blob/main/Regression_02/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/blob/main/Classification_03/Untitled.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/tree/main/05_deployment/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/tree/main/06-trees - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/blob/main/Deep_Learning_08/homework8.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 16 project_score: 7 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/tree/main/Midterm_Project - project: Capstone 1 project_slug: capstone1 total_score: 0 project_score: 0 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/AudryBarimbane/ML_zoomcamp_2024/tree/main/Capstone1_ML_Zoomcamp_2024 - position: 221 display_name: Ramadevi Kalappatti Narasimhan total_score: 42 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/RamadeviKN/MachineLearningUsingPythonAndR/blob/main/ml_zoomcamp_hw1.ipynb faq_contribution: Please include the methods to convert the dataframe into numpy arrays in the lecture videos. Great content though! Please review my homework and expecting feedback and improvements. Thanks! learning_in_public_links: - https://www.linkedin.com/posts/ramadevikn_machinelearning-datascience-python-activity-7245274932090212353-e1ic?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/RamadeviKN/machine-learning-zoomcamp/blob/main/bank_marketing.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ramadevikn_machinelearning-modeldeployment-python-activity-7255647250360545280-9AK8?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/RamadeviKN/machine-learning-zoomcamp/blob/main/homework6_decisiontrees_ensemblelearning.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ramadevikn_studentdata-datascience-education-activity-7259321826038685697-pmMq?utm_source=share&utm_medium=member_desktop projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 13 peer_review_score: 0 project_learning_in_public_score: 7 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/RamadeviKN/cyber-threat-detection-machine-learning-project faq_contribution: GridSearch for tuning hyperparameters of different classifiers like SVC, Logistic Regression, RandomForestClassifier and DecisionTreesClassifiers. learning_in_public_links: - https://www.linkedin.com/posts/ramadevikn_welcome-to-datatalksclub-activity-7264830729484746752-M7Ex?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ramadevikn_machinelearning-datascience-mlzoomcamp-activity-7265435359436505088-3DF3?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ramadevikn_machinelearning-cybersecurity-featureengineering-activity-7265571538056179712-CXrU?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ramadevikn_machinelearning-datascience-datapreprocessing-activity-7266497928716861441-0NzQ?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ramadevikn_ml-zoomcamp-53-web-services-introduction-activity-7266509700274262016-75oL?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ramadevikn_machinelearning-featureengineering-randomforestclassifier-activity-7266959125421469715--nQt?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ramadevikn_machinelearning-mlzoomcamp-datatalksclub-activity-7267009899119710208-L3Cp?utm_source=share&utm_medium=member_desktop - position: 222 display_name: Agitated Hofstadter total_score: 41 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Najamzfr/Machine-Learning-Zoomcamp-Homework/blob/main/Homework_1_.ipynb projects: - project: Capstone 1 project_slug: capstone1 total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Najamzfr/ML-Zoomcamp-Project1 - project: Capstone 2 project_slug: capstone2 total_score: 16 project_score: 7 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Najamzfr/ML-Zoomcamp-Project2 - position: 223 display_name: Ethel Phiri total_score: 41 projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Gujeah/Heart-Disease - project: Capstone 1 project_slug: capstone1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Gujeah/Brain-Tumor-Detection - position: 224 display_name: Quirky Lichterman total_score: 41 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md - homework: Article homework_slug: article total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Shegzx/mlzoomcamp faq_contribution: "In docker deployment, always make sure the dependencies are\ \ available in the version of python used. It took more than 7 hours before\ \ I could figure this out. Got an help from Slack too.\r\nI also had an issue\ \ with the docker hyper-V setup on my system that prevented proper deployment\ \ on docker. Probably I'll get a better laptop. Thank you." learning_in_public_links: - https://www.kaggle.com/models/akinlososevictor/simple-xgboost-churn - project: Capstone 2 project_slug: capstone2 total_score: 18 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Shegzx/cat-dog-cnn.git learning_in_public_links: - https://www.kaggle.com/models/akinlososevictor - position: 225 display_name: SAIPRAGATHEESWAR G total_score: 41 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1lJNB3g23N4AdgJL81bn8uJqzP3AiSihe/view?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1oXlnldGMMMQf2Gjd7Ye_SUpANUwsmsYh/view?usp=sharing - 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homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 11 questions_score: 5 faq_score: 0 learning_in_public_score: 6 homework_link: https://drive.google.com/file/d/1uRapAMPYroPP23GXGl94xIWK2Ug8WIUX/view?usp=sharing learning_in_public_links: - https://x.com/MathmoKiwi/status/1842077908019642668 - https://x.com/MathmoKiwi/status/18420779080196421168 - https://x.com/MathmoKiwi/status/1842077908019642661 - https://x.com/MathmoKiwi/status/1842077908019642889 - https://x.com/MathmoKiwi/status/18420779080196426612 - https://x.com/MathmoKiwi/status/1842077908019642662 - position: 226 display_name: Ecstatic Lamport total_score: 41 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Books-and-Courses/DataTalksClub - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Books-and-Courses/DataTalksClub/tree/main/ML_Bootcamp/notebooks - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Books-and-Courses/DataTalksClub/blob/main/ML_Bootcamp/notebooks/Week_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Books-and-Courses/DataTalksClub/tree/main/ML_Bootcamp - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Books-and-Courses/DataTalksClub/blob/main/ML_Bootcamp/notebooks/Week_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 227 display_name: Zealous Wescoff total_score: 41 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hensonhusada/ml_zoomcamp/blob/main/homework/01_homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7244726487164055552/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hensonhusada/ml_zoomcamp/blob/main/homework/02_homework.ipynb learning_in_public_links: - 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homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hensonhusada/ml_zoomcamp/tree/main/05_deployment/homework learning_in_public_links: - https://www.linkedin.com/posts/hensonhusada_welcome-to-datatalksclub-activity-7256662345530126336-NPV7?utm_source=share&utm_medium=member_desktop - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hensonhusada/ml_zoomcamp/blob/main/06_trees/homework/trees.ipynb learning_in_public_links: - https://www.linkedin.com/posts/hensonhusada_mlzoomcamp-machinelearning-dataengineer-activity-7259572385496903681-kuap?utm_source=share&utm_medium=member_desktop - position: 228 display_name: Mystifying Jang total_score: 40 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/victoriaamarah/ml-training.git projects: - project: Capstone 1 project_slug: capstone1 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/victoriaamarah/Wave-energy-farm-prediction - project: Capstone 2 project_slug: capstone2 total_score: 16 project_score: 7 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/victoriaamarah/machine-failure-prediction - position: 229 display_name: Volodymyr U total_score: 40 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VolodymyrBil/MR-zoomcamp - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VolodymyrBil/MR-zoomcamp projects: - project: Midterm Project project_slug: midterm total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/VolodymyrBil/MR-zoomcamp - position: 230 display_name: Blissful Agnesi total_score: 40 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TeslimAdeyanju/portfolio/blob/main/machine-learning-zoomcamp%3Acohorts%3A2024%3A01-intro.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 2 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/TeslimAdeyanju/DataTalks.Club-course-ml-zoomcamp/blob/main/machine-learning-zoomcamp_cohorts_2024_02_Regression.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7250244705047691265/ - https://x.com/texzlem - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/TeslimAdeyanju/DataTalks.Club-course-ml-zoomcamp/blob/main/homework-3-solution-machine_learning_for_classification.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7251061150736334848/ - https://www.linkedin.com/feed/update/urn:li:activity:7252087092564922368/ - https://x.com/texzlem/status/1846323125744505187 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/TeslimAdeyanju/portfolio-mid-term-ml-zoomcamp learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7266489323745644544/ - position: 231 display_name: Zealous Booth total_score: 40 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1sJ4sj8I4Q6_vJFljQ43Ekkq6_W0DGOTu#scrollTo=hCdHIbVmSjUL - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Aderonke25/ml-zoomcamp-2024 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1L9JJYwI2ZEWYyC02VEGRNNO8m_u9kk6f#scrollTo=yDDnj3L8WdKp - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1jcBLLaHzROqec8IJatmPi1bPwQ_IvvCV - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/17Ate4i9k_SZpvKO1Go-us5bwwyfCYE3j#scrollTo=BiYoCdkqt1RZ projects: - project: Midterm Project project_slug: midterm total_score: 9 project_score: 0 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Aderonke25/ml-zoomcamp-midterm - position: 232 display_name: Gallant Clarke total_score: 40 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SergeiOssokine/mlzoomcamp-hw/blob/main/hw1/hw1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/serguei-ossokine_mlzoomcamp-activity-7245100486205292545-ATHo?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SergeiOssokine/mlzoomcamp-hw/tree/main/hw2 learning_in_public_links: - https://www.linkedin.com/posts/serguei-ossokine_mlzoomcamp-activity-7248683767773450240-PNf3?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SergeiOssokine/mlzoomcamp-hw/blob/main/hw3/hw3.ipynb learning_in_public_links: - https://www.linkedin.com/posts/serguei-ossokine_mlzoomcamp-hwhw3hw3ipynb-at-main-sergeiossokine-activity-7251698838418165761-LYCy?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SergeiOssokine/mlzoomcamp-hw/blob/main/hw4/hw4.ipynb learning_in_public_links: - https://www.linkedin.com/posts/serguei-ossokine_mlzoomcamp-hwhw4hw4ipynb-at-main-sergeiossokine-activity-7254067998527815682-M3V_?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SergeiOssokine/mlzoomcamp-hw/tree/main/hw5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SergeiOssokine/mlzoomcamp-hw/blob/main/hw6/hw6.ipynb - position: 233 display_name: Sleepy Wozniak total_score: 39 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/eprokhodtsev/DT_ZoomCamp/blob/main/DT_ZoomCamp_class1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/eprokhodtsev/DT_ZoomCamp/blob/main/DT_ZoomCamp_class2.ipynb faq_contribution: "1)you would need to change the option list in q4, as there's\ \ a mismatch between answers in the form and in the task. \r\n2)question 5 should\ \ have not the word spead in the form, but stadard deviation" learning_in_public_links: - https://x.com/e_prox/status/1843271429850321188 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/eprokhodtsev/DT_ZoomCamp/blob/main/DT_ZoomCamp_class3.ipynb learning_in_public_links: - https://x.com/e_prox/status/1845794965147754944 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/eprokhodtsev/DT_ZoomCamp/blob/main/DT_zoomcamp_class4.ipynb learning_in_public_links: - https://x.com/e_prox/status/1848489360381075943 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/eprokhodtsev/DT_ZoomCamp/blob/main/DT_ZoomCamp_class5.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/eprokhodtsev/DT_ZoomCamp/blob/main/DT_zoomcamp_class6.ipynb learning_in_public_links: - 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homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 16 project_score: 16 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/datpro12345/ml_zoomcamp_datatalks/tree/main/week7-midterm-project - position: 235 display_name: Anurag Gupta total_score: 39 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/anurag1210/MLZoomcamp2024/blob/main/02-regression.ipynb learning_in_public_links: - https://x.com/anuragtech5/status/1844230114244166011 - https://www.threads.net/@anurag.gupta.336/post/DA7g6GZIzLO?xmt=AQGz9HFurV7ECQO6BT8K5Bg7Cxf5UbwQfVuwArxXmr6ORQ - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1e9KzQ0w5jQXxpeFJohOGI4CTv73YDld1?usp=sharing learning_in_public_links: - 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homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alexkolo/ml-zoomcamp-2024/blob/main/cohorts/2024/04-evaluation/hw04_my_answers.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alexkolo/ml-zoomcamp-2024/blob/main/cohorts/2024/05-deployment/hw05_my_answers.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alexkolo/ml-zoomcamp-2024/blob/main/cohorts/2024/06-trees/hw06_my_answers.ipynb - position: 238 display_name: Fantastic Bouman total_score: 37 projects: - project: Midterm Project project_slug: midterm total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/loudonadam/amazon-competition/tree/main - 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homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/losh10/DataTalks/blob/main/hw8/hw8.ipynb - homework: 'Homework 9: Serverless Deep Learning' homework_slug: hw09 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/losh10/DataTalks/blob/main/hw9.ipynb - homework: 'Homework 10: Kubernetes and TensorFlow Serving' homework_slug: hw10 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Midterm Project project_slug: midterm total_score: 11 project_score: 2 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/losh10/DataTalks/blob/main/midterm%20project%2Fproject.ipynb - position: 240 display_name: Zen Banach total_score: 37 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NikkiSatmaka/ml-zoomcamp/blob/main/notebooks/homework_01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NikkiSatmaka/ml-zoomcamp/blob/main/notebooks/homework_02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NikkiSatmaka/ml-zoomcamp/blob/main/notebooks/homework_03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NikkiSatmaka/ml-zoomcamp/blob/main/notebooks/homework_04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NikkiSatmaka/ml-zoomcamp/tree/main/apps - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NikkiSatmaka/ml-zoomcamp/blob/main/notebooks/homework_06.ipynb - position: 241 display_name: Mango chutney total_score: 37 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_1_Introduction_to_ml/week1_homework.ipynb learning_in_public_links: - https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_1_Introduction_to_ml/week1_homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_2_Regression/regression_hw.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_3_Classification/week3_Classification_homework.ipynb learning_in_public_links: - https://github.com/Joon-hub/MLZoomcamp - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_4_Evaluation/week4_hw.ipynb faq_contribution: "How to easily remember precision and recall?\r\n\r\nPrecision\ \ is TruePositive/PredictedPositive and recall means TruePositive / ActualPositive\r\ \n\r\nPrecision → Precise predictions (how accurate are our YES predictions?)\r\ \nRecall → Remembering (how many real YES cases did we find?)" learning_in_public_links: - https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_4_Evaluation/week4_hw.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.dev/Joon-hub/hw_05 learning_in_public_links: - https://github.dev/Joon-hub/hw_05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Joon-hub/MLZoomcamp/blob/main/Week_6_Trees_and_Ensemble_models/homework.ipynb learning_in_public_links: - https://github.com/Joon-hub/MLZoomcamp - position: 242 display_name: Priceless Cray total_score: 37 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1gLlU90uEc8Mh7eZKOYyNoiWnnBUmW5tZ?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1Z7mDG4XAX5gaSQi1lo4Oih1DINuT3hAf?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1541xMdhcQV1mJzTjUdUbtB126HJJ7-Lw?usp=sharing - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1Payq2iawTb6_AjSa-UTxh4JYwoarlFRu?usp=sharing - 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homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DuyDoan190203/Machine_Learning/blob/main/Regression_Model/homework-2-regression.ipynb learning_in_public_links: - https://github.com/DuyDoan190203/Machine_Learning/blob/main/Regression_Model/README.md - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DuyDoan190203/Machine_Learning/blob/main/Classification_Model/classfication-assignment-3.ipynb learning_in_public_links: - https://github.com/DuyDoan190203/Machine_Learning/blob/main/Classification_Model/3_README.md - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DuyDoan190203/Machine_Learning/blob/main/Evaluation/evaluation-task-4-ml.ipynb projects: - project: Midterm Project project_slug: midterm total_score: 13 project_score: 13 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/DuyDoan190203/ML-midterm-bike-prediction/tree/main - position: 244 display_name: Elegant Tu total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/VADI88/ML-Learning-Zoomcamp/tree/01_week/notebooks/01-week learning_in_public_links: - https://t.co/EiFCjpxTvk - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/VADI88/ML-Learning-Zoomcamp/blob/main/notebooks/02-week/02-week-homework.ipynb learning_in_public_links: - https://x.com/vadi88/status/1843060120567320812 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VADI88/ML-Learning-Zoomcamp/blob/main/notebooks/03-week/03-week-homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VADI88/ML-Learning-Zoomcamp/blob/main/notebooks/04-week/04-week-homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VADI88/ML-Learning-Zoomcamp/tree/main/notebooks/05-week/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VADI88/ML-Learning-Zoomcamp/blob/main/notebooks/06-week/06-week-homework.ipynb - position: 245 display_name: Dabah Adel total_score: 36 projects: - project: Midterm Project project_slug: midterm total_score: 16 project_score: 7 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/adel-dabah/mid-project - project: Capstone 2 project_slug: capstone2 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/adel-dabah/ml_capstone2 - position: 246 display_name: Agitated Margulis total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/chowsonice/ml-zoomcamp-2024 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/chowsonice/ml-zoomcamp-2024/blob/main/Homework-2.ipynb faq_contribution: 'This homework does not require log1q applied to final_price, and this question could answer a bit: https://stats.stackexchange.com/questions/389901/should-i-apply-log-transformation-to-column-with-long-tail-distribution-before-c' learning_in_public_links: - https://x.com/jihoshee/status/1843315123731284144 - https://x.com/jihoshee/status/1843315063186419818 - https://x.com/jihoshee/status/1843314957871645094 - https://x.com/jihoshee/status/1843314674999370106 - https://x.com/jihoshee/status/1843314502944825496 - https://x.com/jihoshee/status/1843314348791615724 - https://x.com/jihoshee/status/1843315775891022272 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/chowsonice/ml-zoomcamp-2024/blob/main/Homework-3.ipynb faq_contribution: Question 3 does not use df_full_train like in the lecture but rather df_train learning_in_public_links: - https://x.com/jihoshee/status/1846786448411734470 - https://x.com/jihoshee/status/1846786559808622606 - https://x.com/jihoshee/status/1846786853527343325 - https://x.com/jihoshee/status/1846787136407982315 - https://x.com/jihoshee/status/1846787795152785766 - https://x.com/jihoshee/status/1846787828564611540 - https://x.com/jihoshee/status/1846789399075561491 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 247 display_name: Festive Galileo total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/slebedeva/ml-zoomcamp-2024/blob/main/Notebooks/homework01.py - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/slebedeva/ml-zoomcamp-2024/blob/main/Notebooks/homework02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/slebedeva/ml-zoomcamp-2024/blob/main/Notebooks/homework03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/slebedeva/ml-zoomcamp-2024/blob/main/Notebooks/homework04.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/slebedeva/ml-zoomcamp-2024/tree/main/Homework/Deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/slebedeva/ml-zoomcamp-2024/blob/main/Notebooks/homework06.ipynb - position: 248 display_name: Nervous Jepsen total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PyFenix/ml_zoomcamp_2024_cohort/blob/main/1.intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PyFenix/ml_zoomcamp_2024_cohort/blob/main/2.regression/homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PyFenix/ml_zoomcamp_2024_cohort/blob/main/3.classification/homework_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PyFenix/ml_zoomcamp_2024_cohort/blob/main/4.evaluation/homework_4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PyFenix/ml_zoomcamp_2024_cohort/tree/main/5.deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PyFenix/ml_zoomcamp_2024_cohort/blob/main/6.trees/homework_6.ipynb - position: 249 display_name: Condescending Germain total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheilambadi/machine-learning-zoomcamp/blob/main/machine-learning-zoomcamp/01_intro/hw.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheilambadi/machine-learning-zoomcamp/blob/main/machine-learning-zoomcamp/02_regression/hw.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheilambadi/machine-learning-zoomcamp/blob/main/machine-learning-zoomcamp/03_classification/hw.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheilambadi/machine-learning-zoomcamp/blob/main/machine-learning-zoomcamp/04_evaluation_classification/hw.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheilambadi/machine-learning-zoomcamp/tree/main/machine-learning-zoomcamp/05_homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheilambadi/machine-learning-zoomcamp/blob/main/machine-learning-zoomcamp/06_decision_trees_and_ensemble_learning/hw.ipynb - position: 250 display_name: baNA total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/BestAnalystNA/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/baNA-HWsolution-22Sep2024.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7243762041591607296-Wk51?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/BestAnalystNA/machine-learning-zoomcamp/blob/master/cohorts/2024/02-regression/baNA-HWsolution-6Oct2024.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7248866162317418496-3c89?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/BestAnalystNA/machine-learning-zoomcamp/blob/master/cohorts/2024/03-classification/baNA-HWsolution-14Oct2024.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7252527202125156352-yjKQ?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/BestAnalystNA/machine-learning-zoomcamp/blob/master/cohorts/2024/04-evaluation/baNA%20-%20HW%20Solution%20-%2020Oct2024.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7254805424573468672-wXOr?utm_source=share&utm_medium=member_desktop - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/BestAnalystNA/machine-learning-zoomcamp/blob/master/cohorts/2024/06-trees/baNA-HWsolution-6Nov2024.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7260091695202004992-lhPH?utm_source=share&utm_medium=member_desktop - position: 251 display_name: Youthful Dhawan total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dangoled/machinelearningzoomcamphomeworks/tree/main/Homework1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dangoled/machinelearningzoomcamphomeworks/tree/main/02%20Regression%20-%20Homework - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dangoled/machinelearningzoomcamphomeworks/tree/main/03%20classification%20Homework - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dangoled/machinelearningzoomcamphomeworks/tree/main/04%20Evaluation%20Homework - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dangoled/machinelearningzoomcamphomeworks/tree/main/05%20Deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dangoled/machinelearningzoomcamphomeworks learning_in_public_links: - https://github.com/dangoled/machinelearningzoomcamphomeworks - position: 252 display_name: Beautiful Hepting total_score: 36 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/AriqHakim/ml-zoomcamp2024-hw-1 faq_contribution: '-' learning_in_public_links: - https://github.com/AriqHakim/ml-zoomcamp2024-hw-1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/AriqHakim/ml-zoomcamp2024-hw-2 faq_contribution: '-' learning_in_public_links: - https://github.com/AriqHakim/ml-zoomcamp2024-hw-2 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/AriqHakim/ml-zoomcamp2024-hw-3 faq_contribution: '-' learning_in_public_links: - https://github.com/AriqHakim/ml-zoomcamp2024-hw-3 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/AriqHakim/ml-zoomcamp2024-hw-4 learning_in_public_links: - https://github.com/AriqHakim/ml-zoomcamp2024-hw-4 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/AriqHakim/ml-zoomcamp2024-hw-5 learning_in_public_links: - https://github.com/AriqHakim/ml-zoomcamp2024-hw-5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 253 display_name: capricorndev total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/piotrswiecik/mlzoomcamp/tree/master/hw01 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/piotrswiecik/mlzoomcamp/blob/master/hw02/hw02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/piotrswiecik/mlzoomcamp/tree/master/hw03 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/piotrswiecik/mlzoomcamp/tree/master/hw04 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/piotrswiecik/mlzoomcamp/tree/master/hw05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/piotrswiecik/mlzoomcamp/tree/master/hw06 - position: 254 display_name: Eloquent Panini total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/micdist/data_talk/blob/main/dt_homework1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/micdist/data_talk/blob/main/dt_homework2.ipynb faq_contribution: Question 5 and 6 - do not use log1p - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/micdist/data_talk/blob/main/dt_homework3.ipynb faq_contribution: "- get_feature_names is deprecated, use get_feature_names_out().\r\ \n- Instructions are really misleading at times" - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/micdist/data_talk/blob/main/dt_homework4.ipynb faq_contribution: this unit was absolutely confusing, from the lessons to the homework, thank you for everything - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/micdist/data_talk/tree/main/dt_homework5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/micdist/data_talk/blob/main/dt_homework6.ipynb - position: 255 display_name: WeOnlyLiveOnce13 total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/WeOnlyLiveOnce13/ML-Zoomcap/blob/main/IntroML_Homework1.ipynb faq_contribution: I would appreciate the solution to the last question - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/Regression_Homework2.ipynb faq_contribution: How to install wget in order to access data. learning_in_public_links: - https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/Regression_Homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/Classification_Homework3.ipynb faq_contribution: Understanding the feature with the smallest effect was a bit tricky but then I concluded the effect as an absolute value, I was sorted. learning_in_public_links: - https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/Classification_Homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/Eval_metrics_Homework_4.ipynb faq_contribution: Discovering how to compute F1 and finding the threshold at which it is at the maximum. learning_in_public_links: - https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/Eval_metrics_Homework_4.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/hair_classifier.ipynb faq_contribution: "1. Assisted in enlightening the issue of GPU by rebuilding\ \ the environment from Tensorflow template with GPU, not Python template.\r\n\ \r\n2. SSH (Secure Shell Protocol) allows one to login without inputting email\ \ and password. Some do not have .ssh folder, they must create it and save their\ \ private SSH key in it.\r\n\r\n- C:\\Users\\\r\n- Right-click\ \ and select New > Folder\r\n- Name the folder .ssh\r\n\r\nUse the following\ \ links to generate, manage, and test the configuration\r\nhttps://docs.github.com/en/authentication/connecting-to-github-with-ssh/generating-a-new-ssh-key-and-adding-it-to-the-ssh-agent" learning_in_public_links: - https://github.com/WeOnlyLiveOnce13/ML-Zoomcamp-2024/blob/main/hair_classifier.ipynb - position: 256 display_name: Ali Alavi total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AliAlavi2020/ml-zoomcamp2024/blob/main/01-intro/HomeWork01_MLZoomCamp.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/AliAlavi2020/ml-zoomcamp2024/blob/main/02-regression/laptops.ipynb faq_contribution: Why did not use functions in Skite-learn library to deploy linear regression? thanks for your good course learning_in_public_links: - https://x.com/MaZahedAlavi/status/1842515688797209015?t=dn6fiZy6WerbN8TYVZM0AQ&s=19 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 5 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/AliAlavi2020/ml-zoomcamp2024/tree/main/03-classification learning_in_public_links: - https://x.com/whisper_justice/status/1845450673762025579 - https://www.linkedin.com/posts/ali-alavi-45015737_ali-whisperjustice-on-x-activity-7251217456990482434-1Uoc?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 11 questions_score: 6 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/AliAlavi2020/ml-zoomcamp2024/blob/main/04-Evalution/HW4_Evalution.ipynb faq_contribution: In this analysis, we will create a box plot to visualize the distribution of the duration variable in the Bank Marketing dataset, segmented by whether clients subscribed to a term deposit or not. I have better understanding about how duration can separate target classes . learning_in_public_links: - https://x.com/whisper_justice/status/1847557756028346853?s=19 - https://www.linkedin.com/posts/ali-alavi-45015737_ml-zoomcamp-41-evaluation-metrics-session-activity-7253321944459079680-5qul?utm_source=share&utm_medium=member_desktop - https://www.linkedin.com/posts/ali-alavi-45015737_ml-zoomcamp202404-evalutionhw4evalutionipynb-activity-7253785058870784000-jgrF?utm_source=share&utm_medium=member_desktop - https://x.com/whisper_justice/status/1848022002184995045 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AliAlavi2020/ml-zoomcamp2024/tree/main/05-deployment - position: 257 display_name: Xenodochial Shirley total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idh71/machine-learning-zoomcamp/blob/hw-1/cohorts/2024/01-intro/homework-1/homework_1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idh71/machine-learning-zoomcamp/blob/hw2/cohorts/2024/02-regression/homework_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idh71/machine-learning-zoomcamp/blob/hw3/cohorts/2024/03-classification/homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idh71/machine-learning-zoomcamp/blob/hw4/cohorts/2024/04-evaluation/hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idh71/machine-learning-zoomcamp/tree/hw5/cohorts/2024/05-deployment/homework - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idh71/machine-learning-zoomcamp/blob/hw6/cohorts/2024/06-trees/hw6.ipynb - position: 258 display_name: Sahil Sehgal total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sahil095/ml-zoomcamp-2024/blob/main/1.%20Introduction%20to%20ML/MLZoomcamp%20-%20HW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sahil095/ml-zoomcamp-2024/blob/main/2.%20Regression/MLZoomcamp%20-%20HW2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/sahilsehgal095_machinelearningzoomcamp-datatalksclub-mlzoomcamp2024-activity-7249115397063348225-GonT?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sahil095/ml-zoomcamp-2024/blob/main/3.%20Classification/MLZoomcamp%20-%20HW3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sahil095/ml-zoomcamp-2024/blob/main/4.%20Evaluation/ML%20Zoomcamp%20-%20HW4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/sahil095/ml-zoomcamp-2024/tree/main/7.%20Deep%20Learning faq_contribution: I have added two notebooks, one trained on CPU (local machine - HW7) and the other trained on GPU (Colab, HW8). I was getting different answers for both learning_in_public_links: - https://www.linkedin.com/posts/sahilsehgal095_mlzoomcamp2024-deeplearning-transferlearning-activity-7268899925252345856-RZ7t?utm_source=share&utm_medium=member_desktop - homework: ML Zoomcamp 2024 Competition homework_slug: competition total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 259 display_name: Keen Grothendieck total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/changheng-chen/machine-learning-zoomcamp - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/changheng-chen/machine-learning-zoomcamp/blob/main/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://github.com/changheng-chen/machine-learning-zoomcamp/blob/main/hw3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/changheng-chen/machine-learning-zoomcamp/blob/main/hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/changheng-chen/machine-learning-zoomcamp/tree/main/hw5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/changheng-chen/machine-learning-zoomcamp/tree/main/hw6 - position: 260 display_name: Mr Sprout total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alabamustapha/mlzoomcamp/blob/main/Homework/Homework1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/alabamustapha/mlzoomcamp/blob/main/Homework/Homework2.ipynb learning_in_public_links: - https://x.com/alaba_mustapha/status/1844039485878890618 - https://www.linkedin.com/posts/alabamustapha_github-alabamustaphamlzoomcamp-ml-zoomcamp-activity-7249805703916228609-MdNK?utm_source=share&utm_medium=member_desktop - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alabamustapha/mlzoomcamp/blob/main/Homework/Homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 5 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/alabamustapha/mlzoomcamp/blob/main/Homework/Homework4.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alabamustapha_github-datatalksclubmachine-learning-zoomcamp-activity-7254497004595150848-4zAY?utm_source=share&utm_medium=member_desktop - https://x.com/alaba_mustapha/status/1848732105548714481 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/alabamustapha/mlzoomcamp/tree/main/Homework/model-deployment learning_in_public_links: - https://www.linkedin.com/posts/alabamustapha_mlzoomcamp-machinelearning-datascience-activity-7256758493066526721-fxVH?utm_source=share&utm_medium=member_desktop - position: 261 display_name: Sad Bohr total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RomuloMeireles/ml-zoomcamp-24/blob/main/homework/01-intro/01_intro_homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RomuloMeireles/ml-zoomcamp-24/blob/main/homework/02-regression/02_regression_homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RomuloMeireles/ml-zoomcamp-24/blob/main/homework/03-classification/03_evaluation_homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RomuloMeireles/ml-zoomcamp-24/blob/main/homework/04-evaluation/04_evaluation_homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RomuloMeireles/ml-zoomcamp-24/tree/main/homework/05-deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RomuloMeireles/ml-zoomcamp-24/blob/main/homework/06-trees/06-trees-homework.ipynb - position: 262 display_name: Great Zorbas total_score: 35 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/g-kaps/ML-DataTalks-Zoomcamp24_GK/blob/main/Wk01_GK.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/g-kaps/ML-DataTalks-Zoomcamp24_GK/blob/main/Wk02_GK.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/g-kaps/ML-DataTalks-Zoomcamp24_GK/blob/main/Wk03_GK.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/g-kaps/ML-DataTalks-Zoomcamp24_GK/blob/main/Wk04_GK.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/g-kaps/ML-DataTalks-Zoomcamp24_GK/tree/main/Wk05 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/g-kaps/ML-DataTalks-Zoomcamp24_GK/tree/main/Wk06 - position: 263 display_name: privet1mir total_score: 34 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/privet1mir/ml_zoomcamp_2024/tree/main - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/privet1mir/ml_zoomcamp_2024/blob/main/notebooks/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/privet1mir/ml_zoomcamp_2024/blob/main/notebooks/hw3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/privet1mir/ml_zoomcamp_2024/blob/main/notebooks/hw4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ml-zoomcamp/models_deployment - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ml-zoomcamp/ml_zoomcamp_2024/blob/main/notebooks/hw6.ipynb - position: 264 display_name: Trusting Gates total_score: 34 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1tH7LJwonMKsK_DWsrR6XOgK9OnOa2JS9?usp=sharing learning_in_public_links: - https://learnpythontherightway.com/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1b73baIWFVHlhmC6pEGHCt9fNNAeHCI1j?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1YzaOQOsU7AZSsEQg2Yo8xjJjCBokeQil?usp=sharing learning_in_public_links: - https://www.datacamp.com/blog/classification-machine-learning - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1dNaPY6p8dIOPlL3SvNfuvhg5ws86J99g learning_in_public_links: - https://colab.research.google.com/drive/1dNaPY6p8dIOPlL3SvNfuvhg5ws86J99g - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1LV_Te1TplD82tY9u2BX6XQBBtUUKz0-W?usp=sharing learning_in_public_links: - https://www.datacamp.com/tutorial/machine-learning-models-api-python?utm_source=google&utm_medium=paid_search&utm_campaignid=19589720830&utm_adgroupid=157156377071&utm_device=c&utm_keyword=&utm_matchtype=&utm_network=g&utm_adpostion=&utm_creative=716160943837&utm_targetid=dsa-2218886984380&utm_loc_interest_ms=&utm_loc_physical_ms=9032194&utm_content=&utm_campaign=230119_1-sea~dsa~tofu_2-b2c_3-us_4-prc_5-na_6-na_7-le_8-pdsh-go_9-nb-e_10-na_11-na-oct24&gad_source=1&gclid=Cj0KCQjw7Py4BhCbARIsAMMx-_LZZrWlhhcwAxaHUfhrD9nMO8LJYsR6OTB_K_kJlxlPswO5cxf8gWcaAoUrEALw_wcB - position: 265 display_name: Pepper Gibbon total_score: 34 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucas-guillet/machine-learning-zoomcamp-homework/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucas-guillet/machine-learning-zoomcamp-homework/blob/main/02-regression/homework_2.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucas-guillet/machine-learning-zoomcamp-homework/blob/main/04-evaluation/homework_4.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucas-guillet/machine-learning-zoomcamp-homework/blob/main/06-trees/homework_6.ipynb - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucas-guillet/machine-learning-zoomcamp-homework/blob/main/08-deep-learning/homework_8.ipynb projects: - project: Capstone 2 project_slug: capstone2 total_score: 5 project_score: 5 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/lucas-guillet/Stroke-Prediction - position: 266 display_name: raone total_score: 34 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DataTalksHW1.ipynb faq_contribution: '-' learning_in_public_links: - https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DataTalksHW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 3 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DataTalks2.ipynb faq_contribution: was little bit hard, idk If I solved tasks right learning_in_public_links: - https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DataTalks2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT3.ipynb learning_in_public_links: - https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT4.ipynb learning_in_public_links: - https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT5 learning_in_public_links: - https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT5 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT6.ipynb faq_contribution: Ty learning_in_public_links: - https://github.com/rauanseidaly/datatalks_homeworks/blob/main/DT6.ipynb - position: 267 display_name: _SIGSEGV_ total_score: 34 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dncampo/MLZoomcamp2024/blob/main/hw01/homework01.ipynb faq_contribution: '-' learning_in_public_links: - https://twitter.com/dncampo/status/1840855356169142709 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dncampo/MLZoomcamp2024/blob/main/hw02/hw02.ipynb faq_contribution: '-' learning_in_public_links: - https://x.com/dncampo/status/1844445706343620848 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/dncampo/MLZoomcamp2024/blob/main/hw03/hw03.ipynb faq_contribution: '-' learning_in_public_links: - https://x.com/dncampo/status/1846677648678048011 - https://www.linkedin.com/posts/davidnazarenocampo_mlzoomcamp-datascience-ai-activity-7252443683852091392-AeCC?utm_source=share&utm_medium=member_desktop - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dncampo/MLZoomcamp2024/blob/main/hw04/hw04.ipynb learning_in_public_links: - https://x.com/dncampo/status/1848768418901622932 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dncampo/MLZoomcamp2024/blob/main/hw05/hw05.ipynb learning_in_public_links: - 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homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oillypump/mleng_ttr/tree/main/05-deployment/code - position: 302 display_name: enros total_score: 26 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enrigg/ml_zoomcamp/tree/main/homework - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 2 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/enrigg/ml_zoomcamp/blob/main/homework/02%20-%20Regression.ipynb faq_contribution: "I helped stefania with an issue regading categorical columns\r\ \nMy answer:\r\nI experienced the same issue, and my solutions was bc i was\ \ using fewer columns that the one in the video or with less categories per\ \ variable (instead using .head() for the first 5 observation ) and stuff like\ \ that, double check the process" learning_in_public_links: - 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position: 307 display_name: Elina S. total_score: 26 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/xsavel/machine-learning-zoomcamp-homework/tree/main/01-intro - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/xsavel/machine-learning-zoomcamp-homework/blob/main/02-regression/homework02.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/xsavel/machine-learning-zoomcamp-homework/blob/main/03-classification/homework-03.ipynb learning_in_public_links: - https://github.com/xsavel/machine-learning-zoomcamp-homework/blob/main/03-classification/homework-03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/xsavel/machine-learning-zoomcamp-homework/blob/main/04-evaluation/homework_04.ipynb learning_in_public_links: - 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This is because Numpy converted\ \ this feature into its own “Generator Class”. In order to assign the random\ \ generator a seed, you have to specify the object (rng) that you are going\ \ to utilize in your code:\r\n\r\n\r\n#Create index from range of values in\ \ array\r\nidx = np.arange(n)\r\n#Create random generator object and set seed\r\ \nrng = np.random.default_rng(random_seed)\r\n#Shuffle values using Generator\ \ object\r\nrng.shuffle(idx)" - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Emman-Lopez-Oso/ML_Zoomcamp24/blob/main/04-evaluation/homework-4.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Emman-Lopez-Oso/ML_Zoomcamp24/tree/main/05-deployment - position: 309 display_name: Optimistic Borg total_score: 25 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - 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homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aalvan/ml-zoomcamp - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aalvan/ml-zoomcamp - position: 334 display_name: Crazy Bose total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pranayr/machine-learning-zoomcamp - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pranayr/machine-learning-zoomcamp/tree/main - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pranayr/machine-learning-zoomcamp - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pranayr/machine-learning-zoomcamp - position: 335 display_name: Gabriel Rangel total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gabriel-Rangel/ml-zoomcamp/blob/main/01-Intro/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gabriel-Rangel/ml-zoomcamp/blob/main/02-Regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gabriel-Rangel/ml-zoomcamp/blob/main/03-Classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gabriel-Rangel/ml-zoomcamp/blob/main/04-Evaluation/homework.ipynb - position: 336 display_name: Gonzalo Diaz total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gonzadzz00/DataTalks/blob/main/1-Homework-Introduction.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gonzadzz00/DataTalks/blob/main/2-Homework-Machine-Learning-for-Regression.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gonzadzz00/DataTalks/blob/main/3-Homework-Machine-Learning-for-Classification.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gonzadzz00/DataTalks/blob/main/4-Homework-Evaluation-Metrics-for-Classification.ipynb - position: 337 display_name: Elastic Grothendieck total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 338 display_name: Awesome VonNeumann total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olkudrina/ml_zoomcamp/blob/master/introduction%20to%20ml/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olkudrina/ml_zoomcamp/blob/master/regression/work_notebook.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olkudrina/ml_zoomcamp/blob/master/classification/work_notebook.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olkudrina/ml_zoomcamp/blob/master/evaluation/work_notebook.ipynb - position: 339 display_name: Mohammad Saghali total_score: 21 projects: - project: Midterm Project project_slug: midterm total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/saghal/CIC-DDoS2019-ML-Detection - position: 340 display_name: Cool Turing total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/adam-idris/ml-zoomcamp/blob/main/homework/1-intro.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7242112494129807360/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/adam-idris/ml-zoomcamp/blob/main/homework/2-linear-regression.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7245340193946238977/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/adam-idris/ml-zoomcamp/blob/main/homework/3-classification.ipynb - position: 341 display_name: Hungry Chaplygin total_score: 21 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BegoNori/machine-learning-zoomcamp/blob/main/Unit-2/homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BegoNori/machine-learning-zoomcamp/blob/main/Unit-3/homework3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BegoNori/machine-learning-zoomcamp/blob/main/Unit-4/homework4.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BegoNori/machine-learning-zoomcamp/blob/main/Unit-6/homework6.ipynb - position: 342 display_name: Stoic Shannon total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lcecid/mlzoomcamp/blob/main/01-intro-homework.py - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lcecid/mlzoomcamp/blob/main/02-regression-homework.py - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lcecid/mlzoomcamp/blob/main/04-evaluation-homework.py - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 343 display_name: Sam Heisenberg total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ray-Savy/ML-Zoomcamp-2024/blob/main/homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ray-Savy/ML-Zoomcamp-2024/blob/main/Homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ray-Savy/ML-Zoomcamp-2024/blob/main/Homework3.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ray-Savy/ML-Zoomcamp-2024_HW5 - position: 344 display_name: rajatmohan total_score: 21 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajatmohan/machine-learning-zoomcamp-homework/blob/main/02-regression/homework.ipynb learning_in_public_links: - https://github.com/rajatmohan/machine-learning-zoomcamp-homework/blob/main/02-regression/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajatmohan/machine-learning-zoomcamp-homework/blob/main/03-classification/homework.ipynb learning_in_public_links: - https://github.com/rajatmohan/machine-learning-zoomcamp-homework/blob/main/03-classification/homework.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajatmohan/machine-learning-zoomcamp-homework/blob/main/04-evaluation/homework.ipynb learning_in_public_links: - 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homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OsmondHaylim/MLZoomCamp - position: 346 display_name: Inspiring Haibt total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 347 display_name: Elegant Brahmagupta total_score: 21 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sagardampba2022w/ml-zoomcamp/blob/main/01-intro/hw-01.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sagardampba2022w/ml-zoomcamp/blob/main/02-regression/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sagardampba2022w/ml-zoomcamp/blob/main/03-churn/hw03.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sagardampba2022w/ml-zoomcamp/blob/main/04-evaluation/hw-04.ipynb - position: 348 display_name: Gallant Hoover total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1z1UZu9hJovMKTpDKUgs-DOO63ZqzHvu0#scrollTo=7JpWG2sHPguE - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1As9DIjlWhU3H01fzKpfVBG606FAISx51#scrollTo=f9688bc6-c961-43b1-8640-c5190f6637db - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1pLMjlU6xpPdkgbdgCZMbt-8-Cn8_L0RH - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/14UTSvfdcO1kylmoI7Xt-tmRcfwbiJUFS - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1IePWjl-AJGnYxvEPeMoUYcHofGLJ2eiu?usp=sharing - position: 349 display_name: Relaxed Banach total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ultimatenhapper/ml-zoomcamp/blob/main/week_1/homework_1.ipynb learning_in_public_links: - https://x.com/belikemike3057/status/1840047338200424683 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ultimatenhapper/ml-zoomcamp/blob/main/week_2_regression/homework_2_regression.ipynb learning_in_public_links: - https://x.com/belikemike3057/status/1844062906729758936 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ultimatenhapper/ml-zoomcamp/tree/main/week_3_classification learning_in_public_links: - https://x.com/belikemike3057/status/1845158655190028779 - position: 350 display_name: Happy Wilson total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/almariscal/mlzoomcamp/blob/main/01-Intro/01-homber.ipynb learning_in_public_links: - https://www.linkedin.com/in/albertolmariscal/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/almariscal/mlzoomcamp/tree/main/02-Regression learning_in_public_links: - https://www.linkedin.com/in/albertolmariscal/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/almariscal/mlzoomcamp/tree/main/03-classification learning_in_public_links: - http://www.linkedin.com/albertolmariscal - position: 351 display_name: Frosty Teller total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/stef7m/Machine-Learning-Zoomcamp-Project/blob/main/ML%20Zoomcamp_HM_Module%201.ipynb faq_contribution: "Could I partner up for the mid and final projects?\r\nNo, you\ \ need to do projects individually but it’s ok to partner up to discuss weekly\ \ lectures or exchange ideas." learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7241759331401019395/ - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/stef7m/Machine-Learning-Zoomcamp-Project/blob/main/machine-learning-zoomcamp-homework/ML02%20Regression%20Homework%20Q1-6.ipynb faq_contribution: "Can I share my answers of the Homework with the community to\ \ compare before I submit them?\r\nWe kindly ask you not to share your answers" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7249705886955237376/ - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/stef7m/Machine-Learning-Zoomcamp-Project/blob/main/machine-learning-zoomcamp-homework/ML03%20Churn%20Homework%20Q1-6.ipynb - position: 352 display_name: Funny Turing total_score: 20 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 353 display_name: Siva Sai Kumar Reddy Kachana total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1VwtIZV1aK0wsJjRSFCLsrffUizbCjWCJ?usp=sharing - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1UKI7CS5ToRLycgBDezWx-1kGD3wdhScu?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 354 display_name: Romantic Jang total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WayneHsiao0225/mlops-zoomcamp_hw/tree/main/hw1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WayneHsiao0225/mlops-zoomcamp_hw/tree/main/hw2 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 355 display_name: lakshman thota total_score: 20 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://colab.research.google.com/gist/lakshmant-thota/054ec263dc0c6f921030d363569a7296/ml_homework1.ipynb faq_contribution: i have had some problems with the homework questions and i saw everybody else are having the same issues with the questions 4,5,6,7 learning_in_public_links: - https://x.com/lakshmanthota31/status/1840444717990875171 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1ujkmHYaC_kuJcMfqT1mMKO4K0pvcuj8m?usp=sharing learning_in_public_links: - https://x.com/lakshmanthota31/status/1844076655314337897 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1BSYmfMtic_CzIk_uFxkIZWiQyOt_GcPX?usp=sharing faq_contribution: i had problem with the last question as i was looking at the homework.md and preparing the answers but after looking at the submission page i came to know about the original question which was a little different from the one in the homework.md in the github. learning_in_public_links: - https://x.com/lakshmanthota31/status/1845426953953648754 - position: 356 display_name: SyntaxIntel total_score: 19 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VedantAndhale/ai-studydrill/blob/main/machine-learning-zoomcamp/cohorts/2024/01-intro/hw1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/VedantAndhale/ai-studydrill/blob/main/machine-learning-zoomcamp/cohorts/2024/02-regression/hw2.ipynb learning_in_public_links: - https://github.com/VedantAndhale/ai-studydrill/blob/main/machine-learning-zoomcamp/cohorts/2024/02-regression/hw2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/VedantAndhale/ai-studydrill/blob/main/machine-learning-zoomcamp/cohorts/2024/03-classification/hw3.ipynb learning_in_public_links: - https://github.com/VedantAndhale/ai-studydrill/blob/main/machine-learning-zoomcamp/cohorts/2024/03-classification/hw3.ipynb - https://github.com/VedantAndhale/ai-studydrill/ - position: 357 display_name: Zen Torvalds total_score: 19 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2023/01-intro/homework_1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 358 display_name: Goofy Blackburn total_score: 19 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gkumarg/mlzoomcamp2024/blob/main/HW1/HW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gkumarg/mlzoomcamp2024/blob/main/HW2/HW2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gkumarg/mlzoomcamp2024/blob/main/HW3/HW3.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 359 display_name: Tangy Tan total_score: 19 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.dropbox.com/scl/fi/dlcmtybvylkex7c43a2tw/homework_01_intro.ipynb?rlkey=8y1e84hvel94a8a9h7bgxlxtl&st=zcqnsjnt&dl=0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1kqazmFAsoXvwRcxYeAY10tBHW4TMlSFr?usp=sharing learning_in_public_links: - https://colab.research.google.com/drive/1kqazmFAsoXvwRcxYeAY10tBHW4TMlSFr?usp=sharing - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1AsB7FsiXdncoIcZtxeUPFKX634hdLZRJ?usp=sharing learning_in_public_links: - https://colab.research.google.com/drive/1AsB7FsiXdncoIcZtxeUPFKX634hdLZRJ?usp=sharing - position: 360 display_name: Exciting Faraday total_score: 19 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HMahammadali/Machine_Learning_Zoomcamp/blob/main/HW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HMahammadali/Machine_Learning_Zoomcamp/blob/main/Week2hw.ipynb - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HMahammadali/Machine_Learning_Zoomcamp/blob/Homeworks/week6_hm_mlz.ipynb - position: 361 display_name: Easy Duck!! total_score: 19 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MrZombie69232/mlzoocamp2024/tree/b7d7ffb660ab198fa3658f42dbca1df406fd0190/Intro - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 362 display_name: Competent Hoover total_score: 18 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rinimondalgit/Data-talk/blob/main/Week2_home-work.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rinimondalgit/Data-talk/blob/main/Home_work_3rd_week.ipynb learning_in_public_links: - https://github.com/rinimondalgit/Data-talk/blob/main/week_3_notes1.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rinimondalgit/Data-talk/blob/main/Homwork4.ipynb learning_in_public_links: - https://github.com/rinimondalgit/Data-talk/blob/main/Homwork4.ipynb - position: 363 display_name: Bedasish Dose total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idebasishbose/MLZoomcamp2024 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idebasishbose/MLZoomcamp2024/blob/main/Homework2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idebasishbose/MLZoomcamp2024/blob/main/homeworks/Homework3.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idebasishbose/MLZoomcamp2024/tree/main/homeworks/hw-5 - position: 364 display_name: Stupefied Noether total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IImbryk/ml_zoomcamp - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IImbryk/ml_zoomcamp/blob/main/hw_2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IImbryk/ml_zoomcamp/blob/main/hw_3.ipynb - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IImbryk/ml_zoomcamp/blob/main/hw_4.ipynb - position: 365 display_name: Aida Halitaj total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aidahalitaj/mlzoomcamp/blob/08da02d62aa03671c6fba4d51a6abd8fd29f681d/01-intro/HW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 366 display_name: Aditya Yadav total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yaditya20/machine-learning-zoomcamp/blob/main/01-intro/homework/01-intro-homework.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yaditya20/machine-learning-zoomcamp/blob/main/02-regression/homework/02-regression-homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yaditya20/machine-learning-zoomcamp/blob/main/03-classification/homework/03-classification-homework.ipynb - position: 367 display_name: Condescending Banach total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mohan6677/ml_zoomcamp/blob/main/HW1_ML_ZOOMCAMP.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mohan6677/ml_zoomcamp/blob/main/HW2_ML_ZOOMCAMP.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mohan6677/ml_zoomcamp/blob/main/HW_WK3_MLZOOMCAMP.ipynb - position: 368 display_name: Epic Cerf total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 - position: 369 display_name: Mystifying Chatelet total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Otong5/ml_zoomcamp/tree/main/week1 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Otong5/ml_zoomcamp/tree/main/week2 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Otong5/ml_zoomcamp/tree/main/week3 - position: 370 display_name: Reverent Blackwell total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thanhnhatt29/ml_zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thanhnhatt29/ml_zoomcamp/blob/main/03-classification/homework.ipynb - homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thanhnhatt29/ml_zoomcamp/tree/main/05-deployment/homework - position: 371 display_name: Shailendra Kumar Yadav total_score: 18 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/shailendrarg/ML_zoomcamp/blob/main/shailendra_hw1.ipynb learning_in_public_links: - 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position: 380 display_name: Clever Meucci total_score: 17 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/osatech77/mlzoomcamp.git - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/osatech77/mlzoomcamp.git - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 381 display_name: Amazing Woese total_score: 17 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ernestuh/ml-zoomcamp-2024/tree/main/homework-1 - 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homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jonathantlima/DataTalksClub/blob/main/Homework_03_MLZ_DTC.ipynb - position: 394 display_name: Friendly Kepler total_score: 16 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/klaropls/MLBootcamp2024/blob/main/MLBootcamp2024_HW1.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/klaropls/MLBootcamp2024/blob/main/MLBootcamp2024_HW2.ipynb - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/klaropls/MLBootcamp2024/blob/main/MLBootcamp2024_HW3.ipynb - 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position: 398 display_name: Confident Rosalind total_score: 15 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://drive.google.com/file/d/1iz_HUhlgXCIQIrHtbDo8NLocKml3gTTC/view?usp=sharing learning_in_public_links: - https://www.linkedin.com/posts/phyoe-htet-kyaw-6p1h2000k_week1ipynb-activity-7242908356808507392-Lwts?utm_source=share&utm_medium=member_desktop - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://drive.google.com/file/d/1Vl_JIpwr2QGKg2n0J_Hy3rA1J7u5Rfyd/view?usp=sharing faq_contribution: "I had problems with question 5, 6. In these questions, my answers\ \ are quite different with given. So, I rechecked all of my codes. And I found\ \ the solutions!\r\n\r\nThe problem is I used 'np.log1p()' function to y targets.\ \ In this homework, I figure out that this actually doesn't need because final_prices'\ \ values are not quite much. So I removed all of np.log1p and the results are\ \ quite closer.\r\n\r\nAnd last thing is I was wrong in separating dataset (train/val/test).\ \ I was wrongly separated into train/test/val. So, answers are still different.\ \ After I fixing that, my answers are correct!" learning_in_public_links: - https://www.linkedin.com/posts/phyoe-htet-kyaw-6p1h2000k_github-datatalksclubmachine-learning-zoomcamp-activity-7250315893333766146-QDRP?utm_source=share&utm_medium=member_desktop - position: 399 display_name: Humble Wanderer total_score: 15 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rizqrama/course_dtc_mleng/blob/main/hw_mleng_1.py - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/rizqrama/course_dtc_mleng/blob/main/week_02-regression/week_02_homework.ipynb faq_contribution: "to download a file using wget and put it into a specific folder,\ \ you can add `-P path/to/folder` before the URI for the file\r\n\r\nExample\ \ that I use in this homework:\r\n!wget -P data/ https://raw.githubusercontent.com/alexeygrigorev/datasets/master/laptops.csv" learning_in_public_links: - 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homework: 'Homework 5: Deploying Machine Learning Models' homework_slug: hw05 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jezler89/machine-learning-2024/blob/main/Homework_5.ipynb - position: 513 display_name: Friendly Poincare total_score: 9 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 - position: 514 display_name: Reverent Aryabhata total_score: 9 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 515 display_name: Competent Galois total_score: 9 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jessbryte/machine-learning-zoomcamp-projects - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jessbryte/machine-learning-zoomcamp-projects/blob/main/homework_3.ipynb - position: 516 display_name: Elated Bose total_score: 9 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Doreen970/ml_Zoomcamp/blob/main/homework_1.ipynb faq_contribution: "Why can't I see my installed anaconda in my windows?\r\nAnswer:\ \ Make sure you add it to PATH by going to your environment variables then select\ \ PATH. Choose edit then add the full path to where your anaconda is installed..\r\ \n\r\nI have installed anaconda but I am unable to activate my project environment\ \ on git bash.\r\nSolution: Type conda init bash" learning_in_public_links: - https://x.com/DoreenNangira/status/1840489700080971998 - position: 517 display_name: Busy Booth total_score: 8 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urstrulyrohit/ML_Zoomcamp/blob/main/HW1_ML.ipynb - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urstrulyrohit/ML_Zoomcamp/blob/main/HW_2_ML.ipynb - position: 518 display_name: Quirky Wiles total_score: 8 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 2 faq_score: 1 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1t8Z-8gzQgt873pRrgVeD7y-hXjnOzxBx?usp=drive_link faq_contribution: Different values for the last two questions.. - 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homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1pxxdNuqryXE3iZZr-9JgYtqobJkff1kh?usp=sharing - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 - position: 529 display_name: Kind Lederberg total_score: 8 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/AmeerAlmaamari/ml-zoom-Camp/tree/main/1-intro faq_contribution: "How to inverse a matrix?\r\nAns: Use np.linalg.inv(X)" - position: 530 display_name: Sharp Meitner total_score: 8 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sadiatibrahim/ML-Zoomcamp/blob/main/assignments/Homework1.ipynb - 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position: 691 display_name: Busy Hoover total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/alexeygrigorev/mlbookcamp-code/blob/master/chapter-02-car-price/02-carprice.ipynb - position: 692 display_name: Great Hamilton total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shubhammachal/ML_Zoomcamp.git - position: 693 display_name: Peaceful Wright total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1eN5_hd5UV7dmdY2BinH3_-GQInQxA1zT?usp=sharing - position: 694 display_name: Romantic Ishizaka total_score: 6 homeworks: - 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homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kmjones2017/MLZ2024/blob/main/Homework1.py - position: 713 display_name: Hardcore McCarthy total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sifaoufatai/machine-learning-zoomcamp/blob/main/homework1.ipynb - position: 714 display_name: Naughty Poincare total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1bAFzoVXa73uGORbd-Mf-Dc4VIkSra3fX/view?usp=sharing faq_contribution: I am unable to understand the code to find the matrix inverse, how do i go about it - position: 715 display_name: Affectionate Franklin total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Charitythedatascientist/machine_learning_zoomcamp/blob/main/week1.ipynb - position: 716 display_name: Pj@123 total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pjprashant928/ML-Zoomcamp/blob/main/Homework%201.ipynb - position: 717 display_name: Nostalgic Golick total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tetianakushniruk/ml-zoomcamp-hw/blob/main/01-intro/homework.ipynb - position: 718 display_name: Sepideh Afshar total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md - position: 719 display_name: Elegant Driscoll total_score: 6 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lbdlbdlbdl/ml-zoomcamp/blob/main/01-intro/homework.ipynb - position: 720 display_name: Quizzical Swirles total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/UmeshPatel75/zoomML/blob/main/ML_2024_Zoomcamp.ipynb - position: 721 display_name: Laughing Khorana total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Celnet-hub/Homewrk-1-Intro-to-ML - position: 722 display_name: Sad Einstein total_score: 5 homeworks: - homework: 'Homework 6: Decision Trees and Ensemble Learning' homework_slug: hw06 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 723 display_name: Distracted Mayer total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/damlarici/mlzoomcamp_hw1/blob/main/hw1.py - position: 724 display_name: Infallible Brattain total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://ssh.cloud.google.com/v2/ssh/projects/mlzoomcamp-437312/zones/us-central1-c/instances/instance-20241001-122417?authuser=1&hl=en_US&projectNumber=1028998347861&useAdminProxy=true - position: 725 display_name: Magical Greider total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HammedAiye/Machine-Learning-Zoomcamp/blob/main/Hammed_Aiyelabegan_Homework1.ipynb - position: 726 display_name: Xenodochial Gould total_score: 5 homeworks: - homework: 'Homework 8: Neural Networks and Deep Learning' homework_slug: hw08 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zaidzidane/mlzoomcamp/blob/main/Untitled44.ipynb - position: 727 display_name: Festive Wu total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/miniamisha/MLzoomcamp-soluiton-by-minnii/blob/main/Assign1.ipynb - position: 728 display_name: Confident Wright total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bbrzepka/ml-zoomcamp/blob/main/Homework-1.ipynb - position: 729 display_name: Jolly Hoover total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 730 display_name: Zen Engelbart total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TomSchiro/ml-zoomcamp/blob/main/homework1.py - position: 731 display_name: Goofy Murdock total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sobhangh - position: 732 display_name: Elated Einstein total_score: 5 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/chukjrk/machine-learning/blob/main/01-intro/homework.ipynb - position: 733 display_name: Jideco total_score: 4 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jideco - position: 734 display_name: Objective Goodall total_score: 4 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 735 display_name: Friendly Bartik total_score: 4 homeworks: - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 736 display_name: Hungry Tesla total_score: 4 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Slayerma/ml01/tree/5dcc33ee00e0d57713adda76d2ea87bdc7f84e06/HomeWork02 - position: 737 display_name: Busy Feistel total_score: 4 homeworks: - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/saurabhrajani1704/ML-zoomcamp-homework - position: 738 display_name: Abu N total_score: 4 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alohomora713 - position: 739 display_name: Compassionate Chaplygin total_score: 4 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ifycodeNg/DatatalkBootcamp/blob/main/01-intro/homework.ipynb - position: 740 display_name: Optimistic Willis total_score: 4 homeworks: - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sandyg6/ML/blob/main/03-classification.ipynb - position: 741 display_name: Great Haibt total_score: 4 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/176PzOFa5exjXezEnamwcPuxZGLl9T0A4#scrollTo=Lv1tloUeFN9V - position: 742 display_name: Nguyen Tran total_score: 4 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md faq_contribution: "Base on the link leads to this URL to get the data set, after\ \ download and open it in the python file, I realize that none of the answer\ \ given above is correct so I just choose the closet to the answer. For example,\ \ question 2: Record units should be 1303 but there are no option of 1303. Also\ \ with question5: the maximum price would be 6099 euro \"198 Razer\tBlade Pro\t\ Gaming\t17.3\"\t4K Ultra HD / Touchscreen 3840x2160\tIntel Core i7 7820HK 2.9GHz\t\ 32GB\t1TB SSD\tNvidia GeForce GTX 1080\tWindows\t10\t3.49kg\t6099,00\". Would\ \ you please answer my question and am I using the right data set URL or the\ \ wrong one: \r\nhttps://github.com/37Degrees/DataSets/blob/master/laptops.csv" - position: 743 display_name: Friendly Bouman total_score: 3 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KhushaliKunvarji/MLzoomcamp - position: 744 display_name: Pedantic Hugle total_score: 3 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 745 display_name: Quizzical Goldwasser total_score: 3 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GenTech2025/ML-Engineering-Zoomcamp-2024/blob/master/Week%201/homework_one.ipynb - position: 746 display_name: Condescending Snyder total_score: 3 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/alexeygrigorev/mlbookcamp-code/blob/master/chapter-02-car-price/02-carprice.ipynb#scrollTo=SH9arK_kKNzn&uniqifier=1 - position: 747 display_name: Elegant Yalow total_score: 3 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md - position: 748 display_name: stoic total_score: 3 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 749 display_name: Boring Goodall total_score: 3 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/01-intro/homework.md - position: 750 display_name: Eager Noether total_score: 3 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/02-regression/homework.md - position: 751 display_name: Magical Lumiere total_score: 2 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 752 display_name: Goofy Perlman total_score: 2 homeworks: - homework: 'Homework 1: Introduction to Machine Learning' homework_slug: hw01 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 753 display_name: Stupefied Bhaskara total_score: 2 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Robert-CPX/ML-DTC/blob/main/laptop-price/laptops.ipynb - position: 754 display_name: Dazzling Tesla total_score: 2 homeworks: - homework: 'Homework 3: Machine Learning for Classification' homework_slug: hw03 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 755 display_name: Mich_Aji total_score: 2 homeworks: - homework: 'Homework 2: Machine Learning for Regression' homework_slug: hw02 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michaji/ML-Zoomcamp/blob/main/02-regression/homework.ipynb - position: 756 display_name: Bold Murdock total_score: 2 homeworks: - homework: 'Homework 4: Evaluation Metrics for Classification' homework_slug: hw04 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Faith-Adegoke/MLZoomCamp_2024_Homework/blob/main/Homework4.ipynb - 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