Ayush Singh
Total Score: 192
Homework submissions
Homework 1: Introduction to Machine Learning
Score: 9 = 7 (questions) + 0 (FAQ) + 2 (learning in public)
Homework URL: View submission
Learning in public links: Show
Homework 2: Machine Learning for Regression
Score: 8 = 6 (questions) + 0 (FAQ) + 2 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_2.ipynb
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningbootcamp2025homework2-activity-7380194328523988992-8iyq?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
Homework 3: Machine Learning for Classification
Score: 11 = 6 (questions) + 1 (FAQ) + 4 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/churn_prediction_model.ipynb
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_3.ipynb
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningbootcamp2025churnpredictionmodelipynb-activity-7383386062074773504-M5Dj?utm_source=share&utm_medium=member_android&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearning-datascience-ai-activity-7383553934692397056-T4hG?utm_source=share&utm_medium=member_android&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
Homework 4: Evaluation Metrics for Classification
Score: 9 = 4 (questions) + 1 (FAQ) + 4 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearning-datascience-mlzoomcamp-activity-7386054302919766017-cVtc?utm_source=social_share_send&utm_medium=android_app&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg&utm_campaign=copy_link
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_4.ipynb
- https://github.com/ayushsingh991399
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearning-datascience-mlzoomcamp-activity-7386092452979507200-g9ZG?utm_source=social_share_send&utm_medium=android_app&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg&utm_campaign=copy_link
Homework 5: Deploying Machine Learning Models
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningzoomcamp-datatalksclub-machinelearning-activity-7388565387044352000-FAhw?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_5.ipynb
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/tree/main/hw5
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearning-zoomcamp-datatalksclub-activity-7388896440070348800-ZhJC?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://hub.docker.com/repository/docker/ayushgurjar10/zoomcamp-fastapi/general
- https://hub.docker.com/repositories/ayushgurjar10
- https://github.com/ayushsingh991399
Homework 6: Decision Trees and Ensemble Learning
Score: 12 = 4 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Credit_risk_project.ipynb
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_6.ipynb
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningbootcamp2025creditriskprojectipynb-activity-7392573503650091008-vGvR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearning-datascience-regressionmodel-activity-7392869091163926528-y13p?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Cred_risk_project.ipynb
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningbootcamp2025creditriskprojectipynb-activity-7392573503650091008-vGvR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAF8r0Bzlq8et51BXa79u9w0zHf5TJNHAg
Homework 8: Neural Networks and Deep Learning
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/ayush-singh-625a33333_just-completed-module-8-neural-networks-activity-7401224162809257984-eddo?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_8.ipynb
- https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/08-deep-learning
- https://github.com/ayushsingh991399
- https://www.linkedin.com/in/ayush-singh-625a33333?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_contact_details%3BuF0I6ZbjSyCaOsPX0MatOw%3D%3D
- https://www.linkedin.com/posts/ayush-singh-625a33333_pytorch-deeplearning-machinelearning-activity-7401319178512773120-2Z3J?utm_source=social_share_send&utm_medium=android_app&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg&utm_campaign=copy_link
Homework 9: Serverless Deep Learning
Score: 12 = 4 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningzoomcamp-datatalksclub-machinelearning-activity-7388565387044352000-FAhw?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_8.ipynb
- https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/08-deep-learning
- https://www.linkedin.com/posts/ayush-singh-625a33333_completed-module-9-serverless-deep-learning-activity-7403793925158985730-yaoq?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_1.ipynb
- https://www.linkedin.com/posts/ayush-singh-625a33333_just-completed-module-8-neural-networks-activity-7401224162809257984-eddo?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
Homework 10: Kubernetes
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearningzoomcamp-datatalksclub-machinelearning-activity-7388565387044352000-FAhw?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_8.ipynb
- https://github.com/DataTalksClub/machine-learning-zoomcamp/tree/master/08-deep-learning
- https://www.linkedin.com/posts/ayush-singh-625a33333_completed-module-9-serverless-deep-learning-activity-7403793925158985730-yaoq?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/blob/main/Homework_1.ipynb
- https://www.linkedin.com/posts/ayush-singh-625a33333_just-completed-module-8-neural-networks-activity-7401224162809257984-eddo?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
Project submissions
Midterm Project
Project score: 16 Passed
Score: 46 = 16 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 1 (FAQ)
Project URL: View project
Learning in public links: Show
- https://www.linkedin.com/posts/ayush-singh-625a33333_machinelearning-datascience-artificialintelligence-activity-7395103268973998081-d7L7?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Midterm_Project_IBM_HR_Analytic_Attrition?tab=readme-ov-file
- https://ibm-hr-midterm-project.onrender.com/docs
- https://ibm-hr-analytic-attrition.streamlit.app/
- https://hub.docker.com/repository/docker/ayushgurjar10/ibm_hr_midterm_project/general
- https://hub.docker.com/repositories/ayushgurjar10
- https://github.com/ayushsingh991399
- https://x.com/AYUSH_SINGH_009/status/1989340380769460465?s=20
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025
- https://www.linkedin.com/posts/agrigorev_what-is-mcp-why-does-it-matter-for-developers-ugcPost-7394645232975446016-WjOy?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://github.com/ayushsingh991399/Machine_learning_Bootcamp_2025/tree/main/hw5
- https://hub.docker.com/repository/docker/ayushgurjar10/ibm_hr_midterm_project/
- https://ibm-hr-midterm-project.onrender.com/predict
- https://ibm-hr-midterm-project.onrender.com/
Capstone 1
Project score: 13 Passed
Score: 43 = 13 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 1 (FAQ)
Project URL: View project
Learning in public links: Show
- https://x.com/AYUSH_SINGH_009/status/2008181130936430670?s=20
- https://x.com/AYUSH_SINGH_009/status/2008181236049858713?s=20
- https://x.com/AYUSH_SINGH_009/status/2008181374856163432?s=20
- https://x.com/AYUSH_SINGH_009/status/2008181295931879813?s=20
- https://imdb-sentiment-app-v1.onrender.com/docs
- https://lstm-imbd-movie-sentiment-analysis.streamlit.app/
- https://hub.docker.com/repository/docker/ayushgurjar10/imdb-sentiment-app/general
- https://x.com/AYUSH_SINGH_009/status/2008182239407042668?s=20
- https://www.linkedin.com/posts/ayush-singh-625a33333_lstm-deeplearning-machinelearning-activity-7413570002039275520-798g?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg
- https://imdb-sentiment-app-v1.onrender.com
- https://x.com/AYUSH_SINGH_009/status/2008182424640078010?s=20
- https://x.com/AYUSH_SINGH_009/status/2008182569062535379?s=20
- https://x.com/AYUSH_SINGH_009/status/2008182634590228614?s=20
- https://www.linkedin.com/posts/ayush-singh-625a33333_mlzoomcamp-datatalksclub-alexeygrigorev-activity-7413951166872641536-uuKI?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFP68r0Bzlq8et51BXa79u9w0zHf5TJNHAg