course: mlops-zoomcamp-2025 leaderboard: - position: 1 display_name: Alexander Daniel Rios total_score: 268 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/12JaR8uwtKOfF6kYxFEA8CSSjFoTaH6HQ?usp=sharing faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1924287734027276769 - https://x.com/AleTBM_DS/status/1924289193947099143 - https://x.com/AleTBM_DS/status/1924291064799629760 - https://x.com/AleTBM_DS/status/1924293220160143392 - https://x.com/AleTBM_DS/status/1924294514560188555 - https://x.com/AleTBM_DS/status/1924295437831336207 - https://www.linkedin.com/posts/alexander-daniel-rios_google-colab-activity-7330063256943751169-mmJH?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC5kPBkBFxTQF-oUh0qtUIiAxUJ0TRxD_KU - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_MLOpsZoomcamp2025_DataTalks.Club/tree/main/02_Experiment_tracking faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1927026225467265136 - https://x.com/AleTBM_DS/status/1927026518091247664 - https://x.com/AleTBM_DS/status/1927026752628363528 - https://x.com/AleTBM_DS/status/1927027036138115212 - https://x.com/AleTBM_DS/status/1927027371049193731 - https://x.com/AleTBM_DS/status/1927027702541750475 - https://www.linkedin.com/posts/alexander-daniel-rios_github-aletbmmysolutionsmlopszoomcamp2025-activity-7332800297385234433-ImaS?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC5kPBkBFxTQF-oUh0qtUIiAxUJ0TRxD_KU - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_MLOpsZoomcamp2025_DataTalks.Club/tree/main/03_Orchestration faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1932130804194258954 - https://x.com/AleTBM_DS/status/1932130970896830718 - https://x.com/AleTBM_DS/status/1932131104104034679 - https://x.com/AleTBM_DS/status/1932131268361101764 - https://x.com/AleTBM_DS/status/1932131431800561847 - https://x.com/AleTBM_DS/status/1932131623912513541 - https://www.linkedin.com/posts/alexander-daniel-rios_mlopszoomcamp-prefect-mlflow-activity-7337901921103446017-pHdc?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC5kPBkBFxTQF-oUh0qtUIiAxUJ0TRxD_KU - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_MLOpsZoomcamp2025_DataTalks.Club/tree/main/04_Deployment faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1934438815797522929 - https://x.com/AleTBM_DS/status/1934438899943620930 - https://x.com/AleTBM_DS/status/1934439016285528068 - https://x.com/AleTBM_DS/status/1934439098346778724 - https://x.com/AleTBM_DS/status/1934439190210445786 - https://x.com/AleTBM_DS/status/1934439275732296001 - https://x.com/AleTBM_DS/status/1934439347077394794 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://colab.research.google.com/drive/1Kvg7i6C7IALPHeNTtnlncIk8Vjp-INlS faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1937711900663427380 - https://x.com/AleTBM_DS/status/1937711968783085853 - https://x.com/AleTBM_DS/status/1937712023749464246 - https://x.com/AleTBM_DS/status/1937712097321959761 - https://x.com/AleTBM_DS/status/1937712161553547348 - https://x.com/AleTBM_DS/status/1937712243119906858 - https://x.com/AleTBM_DS/status/1937712293099532353 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_MLOpsZoomcamp2025_DataTalks.Club/tree/main/06_Best_Practices faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1939768412047311315 - https://x.com/AleTBM_DS/status/1939768617374982303 - https://x.com/AleTBM_DS/status/1939768705430237209 - https://x.com/AleTBM_DS/status/1939768794647269755 - https://x.com/AleTBM_DS/status/1939768871927378210 - https://x.com/AleTBM_DS/status/1939769069437178104 - https://x.com/AleTBM_DS/status/1939769151221899573 projects: - project: Attempt 1 project_slug: project1 total_score: 59 project_score: 29 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/Intrusion_Detection_CIC-IDS2017_Attemp1 faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1945308211826839648 - https://x.com/AleTBM_DS/status/1945308444564549704 - https://x.com/AleTBM_DS/status/1945308516035567637 - https://x.com/AleTBM_DS/status/1945308591847539067 - https://x.com/AleTBM_DS/status/1945308651666694463 - https://x.com/AleTBM_DS/status/1945308706909946336 - https://x.com/AleTBM_DS/status/1945308766720671761 - https://x.com/AleTBM_DS/status/1945308831367532833 - https://x.com/AleTBM_DS/status/1945308898035978428 - https://x.com/AleTBM_DS/status/1945308961843888186 - https://x.com/AleTBM_DS/status/1945309021587509388 - https://x.com/AleTBM_DS/status/1945309097802252399 - https://x.com/AleTBM_DS/status/1945309209341366684 - https://x.com/AleTBM_DS/status/1945309268422406304 - project: Attempt 2 project_slug: project2 total_score: 62 project_score: 32 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/Estimation_Obesity_Levels_E2E_Pipeline_Attempt2 faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1952136469897724361 - https://x.com/AleTBM_DS/status/1952136602710405477 - https://x.com/AleTBM_DS/status/1952136754267341206 - https://x.com/AleTBM_DS/status/1952136884983099864 - https://x.com/AleTBM_DS/status/1952137041468178580 - https://x.com/AleTBM_DS/status/1952137117926105095 - https://x.com/AleTBM_DS/status/1952137251066155391 - https://x.com/AleTBM_DS/status/1952137319479116159 - https://x.com/AleTBM_DS/status/1952137444180070851 - https://x.com/AleTBM_DS/status/1952137587658801601 - https://x.com/AleTBM_DS/status/1952137660878749764 - https://x.com/AleTBM_DS/status/1952137751953908048 - https://x.com/AleTBM_DS/status/1952137850155065532 - https://x.com/AleTBM_DS/status/1952137981365473643 - project: Attempt 3 project_slug: project3 total_score: 63 project_score: 33 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/Cardiovascular-Diseases_E2E_MLPipeline faq_contribution: "Visualizing outliers in large datasets with Seaborn: Boxplot\ \ vs Histplot\r\n\r\nseaborn.boxplot is generally faster because it uses a smaller\ \ set of summary statistics (min, Q1, median, Q3, max) to represent the data,\ \ which requires less computational effort, especially for large datasets.\r\ \n\r\n\r\nseaborn.histplot can be slower, particularly with large datasets,\ \ because it needs to bin the data and compute frequency counts for each bin,\ \ which involves more processing.\r\nSo, if speed is a concern, especially with\ \ large datasets, boxplots are typically faster than histograms." learning_in_public_links: - https://x.com/AleTBM_DS/status/1957491522196369789 - https://x.com/AleTBM_DS/status/1957491583391330526 - https://x.com/AleTBM_DS/status/1957491632321761638 - https://x.com/AleTBM_DS/status/1957491698214531332 - https://x.com/AleTBM_DS/status/1957491748739117265 - https://x.com/AleTBM_DS/status/1957491804216995966 - https://x.com/AleTBM_DS/status/1957491866921738359 - https://x.com/AleTBM_DS/status/1957492053044019274 - https://x.com/AleTBM_DS/status/1957492094987063319 - https://x.com/AleTBM_DS/status/1957492141695144069 - https://x.com/AleTBM_DS/status/1957492201220342078 - https://x.com/AleTBM_DS/status/1957492245243830755 - https://x.com/AleTBM_DS/status/1957492289372082281 - https://x.com/AleTBM_DS/status/1957492330266595541 - position: 2 display_name: Yann Pham-Van total_score: 155 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/YannPhamVan/mlops-zoomcamp/blob/main/cohorts/2025/01-intro/01-intro-homework.ipynb faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.fevmy0r2dty3 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_the-next-cohort-of-the-mlops-zoomcamp-starts-activity-7318194325199228929-Qar_?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_github-datatalksclubmlops-zoomcamp-free-activity-7325925048156938241-DzHa?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-ml-activity-7326135039333707776-Lar_?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-machinelearning-mlops-activity-7326497417359421441-_q3W?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-dataengineer-activity-7326859794097618944-fRZW?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-goodpractices-activity-7327222181480775680-HuIJ?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-dataops-freelanceml-activity-7327584579949654016-Snnf?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/YannPhamVan/mlops-zoomcamp/tree/main/cohorts/2025/02-experiment-tracking faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.3dyhxwypgah6 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-mlflow-activity-7330637342833078274-ZOs8?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlflow-tracking-activity-7330846067762024448-z4Ou?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlflow-modelregistry-activity-7331208482144010241-Lzz1?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlflow-machinelearning-activity-7331570844378267648-WtXN?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlflow-experimenttracking-activity-7331933223012220928-HhVD?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-mlflow-activity-7332295611179749378-08rN?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_github-yannphamvanmlops-zoomcamp-free-activity-7332658005248778240-0m45?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/YannPhamVan/mlops-zoomcamp/tree/main/cohorts/2025/03-orchestration faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1749235970273869 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-dataengineering-activity-7334495307017175041-yTLm?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlops-mlopszoomcamp-datascience-activity-7336069100332363779-hr0N?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10162982295883748 - https://x.com/ChasseurValeurs/status/1930305570847735884 - https://www.linkedin.com/posts/chasseur2valeurs_mlops-kestra-machinelearning-activity-7336281890628268032-cwV5?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10162984886063748 - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlflow-prefect-activity-7337006656377040898-an8-?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/YannPhamVan/MLOpsZoomcamp/blob/main/04-deployment-homework/homework/starter.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1750239356679039?thread_ts=1749567015.236559&cid=C02R98X7DS9 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-deployment-activity-7340268175634190338-Zoz1?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163038022818748 - https://x.com/ChasseurValeurs/status/1934563752734781851 - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-deployment-activity-7340432088166199296-Zl_O?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163039468158748 - https://x.com/ChasseurValeurs/status/1934667332955115550 - https://www.linkedin.com/posts/chasseur2valeurs_smazoomcamp-activity-7340763453705383936-fqIQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/YannPhamVan/MLOpsZoomcamp/blob/main/05-monitoring-homework.ipynb faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.bgvmnzbyvjw6 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-machinelearning-activity-7342265925905121280-4uqE?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163065285368748 - https://x.com/ChasseurValeurs/status/1936501207092125706 - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-datascience-machinelearning-activity-7342622031361851392-9uTp?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163070382623748 - https://x.com/ChasseurValeurs/status/1936857171045519457 - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-monitoring-activity-7342925458260328451-Qw3P?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/YannPhamVan/MLOpsZoomcamp/tree/main/06-best-practices-homework faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1751300180240899?thread_ts=1751089121.740959&cid=C02R98X7DS9 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-machinelearning-activity-7343193898451709954-_ck6?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163078204568748 - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-machinelearning-activity-7344009771303231489-FNm4?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163111917143748 - https://www.linkedin.com/posts/chasseur2valeurs_mlops-mlopszoomcamp-mlops-activity-7345478102891786242-noC7?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.facebook.com/yann.phamvan/posts/10163112023963748 - https://x.com/ChasseurValeurs/status/1939713262095847726 projects: - project: Attempt 1 project_slug: project1 total_score: 21 project_score: 11 peer_review_score: 6 project_learning_in_public_score: 3 peer_review_learning_in_public_score: 1 project_faq_score: 0 passed: false github_link: https://github.com/YannPhamVan/MLOps-ETF-PEA learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-dataengineering-activity-7350476742035210240-f1tF?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-mlopszoomcamp-activity-7350576224676577280-8Kt0?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-dataengineering-activity-7350908141858930688-AX-q?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - project: Attempt 2 project_slug: project2 total_score: 52 project_score: 27 peer_review_score: 9 project_learning_in_public_score: 7 peer_review_learning_in_public_score: 8 project_faq_score: 1 passed: true github_link: https://github.com/YannPhamVan/MLOps-ETF-PEA faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1754297270445929?thread_ts=1751304344.288299&cid=C02R98X7DS9 learning_in_public_links: - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-dataengineering-activity-7350476742035210240-f1tF?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-mlopszoomcamp-activity-7350576224676577280-8Kt0?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlops-dataengineering-activity-7350908141858930688-AX-q?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlops-mlops-machinelearning-activity-7351553115424182272-Kh7J?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlops-mlops-machinelearning-activity-7352361315547455488-2-s-?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_mlopszoomcamp-mlopszoomcamp-mlops-activity-7352726637328666625-7rcI?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - https://www.linkedin.com/posts/chasseur2valeurs_github-yannphamvanmlops-etf-pea-activity-7354604403749789697-xZI7?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwN8kcB-2FGC39mGmp7Aa9svmmj4_WNn5A - position: 3 display_name: Maxkaizo (José Luis Martínez) total_score: 145 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/mlops_zoomcamp/blob/main/01_intro/homework.md faq_contribution: "https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.f5lemoomgb95\r\ \n\r\n\r\nQ: I get TypeError: got an unexpected keyword argument 'squared' when\ \ using mean_squared_error(..., squared=False). Why?\r\nA: While calculating\ \ the RMSE, I initially used mean_squared_error(..., squared=False), but it\ \ failed with a TypeError. It turns out that the squared parameter was only\ \ added in scikit-learn 0.22, and in earlier versions it's not recognized. For\ \ older versions, RMSE can be computed manually using np.sqrt(mean_squared_error(...)).\ \ Alternatively, from version 1.0 onward, there's a dedicated function: root_mean_squared_error(...),\ \ which is more explicit and convenient.\r\nfrom sklearn.metrics import root_mean_squared_error\ \ as rmse\r\nrmse = root_mean_squared_error(y_train, y_pred)\r\nprint('RMSE:',\ \ rmse)\r\nAdded by José Luis Martínez (Maxkaizo)" learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_mlopszoomcamp-machinelearning-mlops-activity-7327869596995104768-lplj?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1922105325303255354 - https://x.com/Maxkaizo_/status/1924125684730847652 - https://x.com/Maxkaizo_/status/1924125966349078970 - https://www.linkedin.com/posts/jlmartinezol_mlopszoomcamp-mlops-learninpublic-activity-7329914967707557888-tsPq?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1924151846647529585 - https://x.com/Maxkaizo_/status/1924151999664099563 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/mlops_zoomcamp/tree/main/02_experiment-tracking/homework faq_contribution: "https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.oaolyp4ljcpa\r\ \n\r\n\r\nWhy does MlflowClient no longer support list_experiments()?\r\n\r\n\ Older versions of MLflow used client.list_experiments(), but in recent versions\ \ this method was replaced.\r\n\r\nUse client.search_experiments() instead." learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_mlopszoomcamp-mlops-mlflow-activity-7331401509743529984-WfHQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1925636097792409951 - https://medium.com/@pptmtz/mlflow-helps-you-stay-organized-as-long-as-you-stay-intentional-4fe7710cf423 - https://x.com/Maxkaizo_/status/1926359582940528768 - https://x.com/Maxkaizo_/status/1927155729103794462 - https://x.com/Maxkaizo_/status/1927155847945224582 - https://www.linkedin.com/posts/jlmartinezol_mlopszoomcamp-machinelearning-mlops-activity-7332922126389202944-Lh2e?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/mlops_zoomcamp/blob/main/03_orchestration/homework.md faq_contribution: "https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.5tvrgtfli771\r\ \n\r\n\r\n\r\n\r\nQ: How can I enable communication between Docker containers\ \ when invoked from a Kestra task?\r\n\r\nA: Use the docker.Run plugin in your\ \ Kestra task to run containers. This plugin supports advanced Docker options\ \ like custom networks.\r\n\r\nFor local development, you can use networkMode:\ \ host to allow containers to access services on your host (e.g., MLflow running\ \ on localhost).\r\nExample:\r\nnetworkMode: host\r\n\r\n⚠️ Note: host mode\ \ is only supported on Linux. For Docker Desktop on Windows/macOS, use host.docker.internal\ \ or create a shared Docker network.\r\n\r\nBest practice:\r\nIn production\ \ setups, tools like MLflow should run outside Kestra and be accessed over a\ \ stable URI (e.g., a cloud endpoint or a container with a known hostname in\ \ a shared network)." learning_in_public_links: - https://medium.com/@pptmtz/did-airflow-really-need-this-update-a-deep-reflection-comparing-airflow-3-with-kestra-60591c32f1e1 - https://x.com/Maxkaizo_/status/1930798162853199938 - https://x.com/Maxkaizo_/status/1931590368086127016 - https://www.linkedin.com/posts/jlmartinezol_if-you-cant-draw-it-you-dont-get-it-my-activity-7336864574215782400-2Z-a?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1932210912636846162 - https://x.com/Maxkaizo_/status/1932211107868909835 - https://x.com/Maxkaizo_/status/1932211203121590332 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/mlops_zoomcamp/blob/main/04_deployment/homework/readme.md faq_contribution: "How do I log in to AWS ECR from the terminal using Docker?\r\ \nBefore (deprecated command):\r\n$(aws ecr get-login --no-include-email)\r\n\ Now (updated and secure command):\r\naws ecr get-login-password --region us-west-1\ \ | docker login --username AWS --password-stdin .dkr.ecr..amazonaws.com\r\ \n\r\nNote: Make sure you specify the correct AWS region where your ECR repository\ \ is located (e.g., us-west-1).\r\n If the region is incorrect or not set properly,\ \ the login will fail with a 400 Bad Request error — which doesn’t clearly indicate\ \ the region is the issue\r\nAdded by Maxkaizo (José L Martínez)" learning_in_public_links: - https://x.com/Maxkaizo_/status/1934628227340734964 - https://x.com/Maxkaizo_/status/1934631602556146113 - https://www.linkedin.com/posts/jlmartinezol_aws-kinesis-lambda-activity-7340876377555910656-pHol?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://www.linkedin.com/posts/jlmartinezol_mlopszoomcamp-mlops-llmops-activity-7341224120300310528-UJDH?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1935458823667421476 - https://x.com/Maxkaizo_/status/1935459072201081046 - https://x.com/Maxkaizo_/status/1935459385268125704 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/mlops_zoomcamp/blob/main/05_monitoring/homework/homework.md faq_contribution: "Is it mandatory to use a reference dataset when generating\ \ a report with Evidently?\r\nAnswer:\r\nNo. While Evidently is designed to\ \ compare a reference dataset with a current one, it can also be used without\ \ a reference dataset.\r\nIn such cases, you can pass reference_data=None when\ \ creating the report. This is useful for generating descriptive statistics\ \ or univariate analyses on a single dataset (e.g., using ColumnSummaryMetric,\ \ DatasetMissingValuesMetric, etc.).\r\n\r\nAdded by José Luis Martínez" learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_mlops-machinelearning-monitoring-activity-7341935111099084801-clT_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://www.linkedin.com/posts/jlmartinezol_mlops-machinelearning-dataquality-activity-7342428407537758208-7RgK?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1937018770893254666 - https://x.com/Maxkaizo_/status/1937021038212026396 - https://www.linkedin.com/posts/jlmartinezol_mlops-machinelearning-prefect-activity-7342787575499137024-lTYt?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1937022759709581672 - https://x.com/Maxkaizo_/status/1937022931592183833 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/mlops_zoomcamp/blob/main/06-best-practices/homework/readme.md faq_contribution: "Question: pytest doesn't recognize my installed libraries,\ \ but the script works in the terminal. Why?\r\n\r\nAnswer: This usually happens\ \ because VS Code is using a different Python interpreter than the one in your\ \ terminal. As a result, pytest can't see the packages installed in your virtual\ \ environment.\r\n\r\nHow to fix:\r\n\r\n1. In your terminal, run:\r\n which\ \ python\r\n\r\n2. In VS Code, open the command palette (Ctrl+Shift+P) and select:\r\ \n Python: Select Interpreter\r\n\r\n3. Choose the same interpreter shown\ \ in step 1." learning_in_public_links: - https://x.com/Maxkaizo_/status/1940644306286792870 - https://x.com/Maxkaizo_/status/1940644915589140614 - https://x.com/Maxkaizo_/status/1940646403396841870 - https://www.linkedin.com/posts/jlmartinezol_mlops-softwareengineering-machinelearning-activity-7346413082828570625-R__X?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1940648194184302881 - https://x.com/Maxkaizo_/status/1940648450766655941 - https://x.com/Maxkaizo_/status/1940648593981124612 projects: - project: Attempt 2 project_slug: project2 total_score: 61 project_score: 31 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/Maxkaizo/milk_price_prediction faq_contribution: "https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.axea7ffaxqaj\r\ \n\r\n\r\n\r\nQuestion: Error: creating Lambda Function (...): InvalidParameterValueException:\ \ The image manifest, config or layer media type for the source image ... is\ \ not supported.\r\nAnswer: This error occurs when the Docker image you are\ \ using is a manifest list (multi-platform). AWS Lambda does not support manifest\ \ lists—it only accepts single-platform images with a standard image manifest.\r\ \n\r\nQuick fix: Build your Docker image with an explicit platform declaration:\r\ \n\r\n$ docker build --platform linux/amd64 -t your-ecr-image:latest -f Dockerfile\ \ .\r\n\r\nThis ensures the image is compatible with AWS Lambda." learning_in_public_links: - https://x.com/Maxkaizo_/status/1948832450760577108 - https://x.com/Maxkaizo_/status/1949010397538705529 - https://x.com/Maxkaizo_/status/1949189836692443224 - https://x.com/Maxkaizo_/status/1949256901147185382 - https://x.com/Maxkaizo_/status/1949929804188303783 - https://x.com/Maxkaizo_/status/1951126180943253749 - https://x.com/Maxkaizo_/status/1951127152579285176 - https://x.com/Maxkaizo_/status/1951666296086478918 - https://x.com/Maxkaizo_/status/1951887612517454261 - https://x.com/Maxkaizo_/status/1952183029977551144 - https://x.com/Maxkaizo_/status/1952183291299365126 - https://x.com/Maxkaizo_/status/1952501502028702001 - https://x.com/Maxkaizo_/status/1952501641954853234 - https://x.com/Maxkaizo_/status/1952501936806085119 - position: 4 display_name: Little Tim total_score: 139 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/a920604a/mlops-zoomcamp-2025/tree/main/01-intro learning_in_public_links: - https://ithelp.ithome.com.tw/articles/10205475 - https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/a920604a/mlops-zoomcamp-2025/tree/main/02-experiment-tracking learning_in_public_links: - https://erhwenkuo.github.io/mlflow/tracking/local-database/ - https://mlflow.org/docs/latest/tracking/autolog - https://mlflow.org/docs/latest/tracking/server - https://mlflow.org/docs/latest/getting-started/registering-first-model/step1-register-model - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/a920604a/mlops-zoomcamp-2025/tree/main/03-orchestration learning_in_public_links: - https://airflow.apache.org/docs/apache-airflow/stable/release_notes.html#airflow-2-10-5-2025-02-10 - https://medium.com/@dast04/running-airflow-with-docker-compose-2023-for-machine-learning-a78eeadc00cd - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/a920604a/mlops-zoomcamp-2025/tree/main/04-deployment learning_in_public_links: - https://pipenv.pypa.io/en/latest/ - https://learn.microsoft.com/en-us/windows/wsl/wsl-config#wslconfig - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/a920604a/mlops-zoomcamp-2025/tree/main/05-monitoring learning_in_public_links: - https://github.com/evidentlyai/evidently - https://docs.evidentlyai.com/introduction - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/a920604a/mlops-zoomcamp-2025/tree/main/06-best-practice projects: - project: Attempt 1 project_slug: project1 total_score: 46 project_score: 28 peer_review_score: 9 project_learning_in_public_score: 9 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/a920604a/stock-mlops learning_in_public_links: - https://grafana.com/docs/grafana/latest/dashboards/use-dashboards/ - https://grafana.com/docs/grafana/latest/setup-grafana/installation/docker/ - https://blog.min.io/setting-up-a-development-machine-with-mlflow-and-minio/ - https://github.com/minio/minio - https://clickhouse.com/ - https://clickhouse.com/engineering-resources/oltp-vs-olap - https://pre-commit.com/ - https://docs.evidentlyai.com/faq/migration - https://github.com/evidentlyai/evidently/blob/main/tests/future/presets/regression.py - project: Attempt 2 project_slug: project2 total_score: 45 project_score: 30 peer_review_score: 9 project_learning_in_public_score: 6 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/a920604a/stock-mlops learning_in_public_links: - https://docs.celeryq.dev/en/latest/getting-started/introduction.html - https://developer.confluent.io/confluent-tutorials/kafka-on-docker/ - https://github.com/provectus/kafka-ui - https://nginx.org/en/docs/http/ngx_http_upstream_module.html#upstream - https://testdriven.io/courses/fastapi-celery/docker/ - https://medium.com/@youssefchamrah/empowering-applications-with-asynchronous-magic-the-celery-fastapi-docker-and-flower-ac119efc2e04 - position: 5 display_name: Edison Marcelo total_score: 133 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/mlops-zoomcamp-2025/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lppsue5zgc2c - https://bsky.app/profile/emmuzoo.bsky.social/post/3lppsuoyu2k2c - https://bsky.app/profile/emmuzoo.bsky.social/post/3lppsuze6ls2c - https://bsky.app/profile/emmuzoo.bsky.social/post/3lppsvdnyck2c - https://mastodon.social/@emmuzoo/114548566536256070 - https://mastodon.social/@emmuzoo/114548566029349575 - https://mastodon.social/@emmuzoo/114548565424762654 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/mlops-zoomcamp-2025/tree/main/02-experiment-tracking learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lq4cj4boes22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lq4cjj5rus22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lq4ck7j3jk22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lq4clfgdqk22 - https://mastodon.social/@emmuzoo/114576681019423986 - https://mastodon.social/@emmuzoo/114576681596705282 - https://mastodon.social/@emmuzoo/114576682118978871 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/mlops-zoomcamp-2025/tree/main/03-orchestration faq_contribution: Zenml orchestrator context. When integrating with MLFlow, you need to register the tracker, but you need to configure a username and password. For testing purposes only (not production), you can use a dummy for both. learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lr7iiyzkjc2b - https://bsky.app/profile/emmuzoo.bsky.social/post/3lr7ijvbefc2b - https://bsky.app/profile/emmuzoo.bsky.social/post/3lr7ikngcrc2b - https://bsky.app/profile/emmuzoo.bsky.social/post/3lr7ilaayvk2b - https://mastodon.social/@emmuzoo/114655924311158457 - https://mastodon.social/@emmuzoo/114655925468355287 - https://mastodon.social/@emmuzoo/114655926093437385 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/mlops-zoomcamp-2025/tree/main/04-deployment/homework learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr3dqeaqc2r - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr3e7d3y22r - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr3en3gsc2r - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr3evqvpc2r - https://mastodon.social/@emmuzoo/114695526540758090 - https://mastodon.social/@emmuzoo/114695527438407988 - https://mastodon.social/@emmuzoo/114695527909412192 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/mlops-zoomcamp-2025/tree/main/05-monitoring learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lscjwr2fps2f - https://bsky.app/profile/emmuzoo.bsky.social/post/3lscjx6abps2f - https://bsky.app/profile/emmuzoo.bsky.social/post/3lscjxq3pu22f - https://bsky.app/profile/emmuzoo.bsky.social/post/3lscjy6kih22f - https://mastodon.social/@emmuzoo/114734834772625546 - https://mastodon.social/@emmuzoo/114734835622896948 - https://mastodon.social/@emmuzoo/114734836470382144 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/mlops-zoomcamp-2025/tree/main/06-best-practices learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lsrbnflmes2s - https://bsky.app/profile/emmuzoo.bsky.social/post/3lsrbnsgby22s - https://bsky.app/profile/emmuzoo.bsky.social/post/3lsrbo3qix22s - https://bsky.app/profile/emmuzoo.bsky.social/post/3lsrbogrhuk2s - https://mastodon.social/@emmuzoo/114768024915540870 - https://mastodon.social/@emmuzoo/114768025456242856 - https://mastodon.social/@emmuzoo/114768025855364599 projects: - project: Attempt 2 project_slug: project2 total_score: 54 project_score: 25 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/3d150n-marc3l0/mlops-zoomcamp-2025-capstone-citibike learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmanrmnyk22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmao2inv222 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmaoechus22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmaolzvts22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmaotddl222 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmap2jnos22 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lvmapcd35222 - https://mastodon.social/@emmuzoo/114972874923330883 - https://mastodon.social/@emmuzoo/114972875418254272 - https://mastodon.social/@emmuzoo/114972875808504568 - https://mastodon.social/@emmuzoo/114972876209581800 - https://mastodon.social/@emmuzoo/114972876664225603 - https://mastodon.social/@emmuzoo/114972877130644711 - https://mastodon.social/@emmuzoo/114972877550638844 - position: 6 display_name: Quizzical Brown total_score: 132 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_MLOPS/blob/main/hw1/hw1.ipynb faq_contribution: "\U0001F7E1 FAQ: My approach to predicting trip duration\r\n\ \r\nI calculated trip duration from pickup and dropoff timestamps, filtered\ \ trips to keep durations between 1 and 60 minutes, then one-hot encoded the\ \ pickup and dropoff location IDs:\r\n\r\n\r\nX = dv.fit_transform(df[['PULocationID',\ \ 'DOLocationID']].astype(str).to_dict('records'))\r\nmodel = LinearRegression().fit(X,\ \ df['duration'])\r\n\r\nUsing just location IDs with a linear regression model" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lpk37h6ecc23 - https://bsky.app/profile/codegrokker.bsky.social/post/3lpk36szmhk23 - https://x.com/codegrokker/status/1924514091038802041 - https://x.com/codegrokker/status/1924513948822601885 - https://x.com/codegrokker/status/1924513808883843451 - https://x.com/codegrokker/status/1924513689446830348 - https://x.com/codegrokker/status/1924513404863275149 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 13 questions_score: 5 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_MLOPS/tree/main/hw2 faq_contribution: "❓ How can I load a registered model from the MLflow Model Registry\ \ for inference?\r\n\r\n\r\nimport mlflow\r\n\r\nmodel = mlflow.pyfunc.load_model(\"\ models:/random-forest-regressor/Production\")\r\npreds = model.predict(data)\ \ # `data` should be a DataFrame\r\n\r\n\r\n\r\n❓ How can I programmatically\ \ transition an MLflow model to \"Production\" only if it passes a performance\ \ threshold?\r\n\r\n\r\nfrom mlflow.tracking import MlflowClient\r\n\r\nclient\ \ = MlflowClient()\r\nrun = client.search_runs(\"random-forest-best-models\"\ , order_by=[\"metrics.test_rmse ASC\"])[0]\r\nif run.data.metrics[\"test_rmse\"\ ] < 5.5:\r\n client.transition_model_version_stage(\r\n name=\"random-forest-regressor\"\ , \r\n version=run.data.tags[\"mlflow.runVersion\"], \r\n stage=\"\ Production\"\r\n )" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lq3um75ox22i - https://bsky.app/profile/codegrokker.bsky.social/post/3lq3um2b7522i - https://x.com/codegrokker/status/1927078540719038598 - https://x.com/codegrokker/status/1927078506439024789 - https://x.com/codegrokker/status/1927078448788394247 - https://x.com/codegrokker/status/1927078407545741824 - https://x.com/codegrokker/status/1927078325937127517 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_MLOPS/tree/main/hw3 faq_contribution: "* **Q: How does MLflow help in making my model training reproducible\ \ and comparable across different runs?**\r\n A: MLflow allows you to log\ \ key information for each training run, including parameters (like data paths\ \ or hyperparameters), performance metrics (like model accuracy or error), and\ \ output artifacts (like the trained model itself or preprocessors). This creates\ \ a detailed record, making it easy to revisit, compare, and reproduce previous\ \ results. For example, you can log these items within an MLflow run like this:\r\ \n ```python\r\n import mlflow\r\n import os\r\n\r\n # Example model\ \ and data (replace with your actual model and data)\r\n class MyModel:\r\ \n def __init__(self, alpha):\r\n self.alpha = alpha\r\n \ \ self.coef_ = 0.5 # dummy coefficient\r\n def predict(self,\ \ X):\r\n return [x * self.alpha + self.coef_ for x in X]\r\n\r\n\ \ model_params = {\"learning_rate\": 0.01, \"epochs\": 100}\r\n dummy_model\ \ = MyModel(alpha=0.1)\r\n dummy_metric_value = 0.95\r\n dummy_artifact_path\ \ = \"my_custom_artifact.txt\"\r\n with open(dummy_artifact_path, \"w\")\ \ as f:\r\n f.write(\"This is a sample artifact.\")\r\n\r\n\r\n mlflow.set_experiment(\"\ my-generic-experiment\")\r\n\r\n with mlflow.start_run():\r\n # Log\ \ parameters\r\n mlflow.log_param(\"model_type\", \"CustomModel\")\r\n\ \ for key, value in model_params.items():\r\n mlflow.log_param(key,\ \ value)\r\n\r\n # ... imagine model training happens here ...\r\n\r\n\ \ # Log metrics\r\n mlflow.log_metric(\"accuracy\", dummy_metric_value)\r\ \n mlflow.log_metric(\"model_coefficient\", dummy_model.coef_)\r\n\r\n\ \ # Log model (if using a supported framework, or as an artifact)\r\n\ \ # For a generic object, you might pickle it and log as an artifact\r\ \n # mlflow.sklearn.log_model(sk_model=dummy_model, artifact_path=\"\ my_model_path\") # if scikit-learn\r\n \r\n # Log other artifacts\r\ \n mlflow.log_artifact(dummy_artifact_path, artifact_path=\"custom_outputs\"\ )\r\n \r\n # Clean up dummy artifact\r\n if os.path.exists(dummy_artifact_path):\r\ \n os.remove(dummy_artifact_path)\r\n ```" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lr6xf6xkdk27 - https://bsky.app/profile/codegrokker.bsky.social/post/3lr6xjucuss27 - https://bsky.app/profile/codegrokker.bsky.social/post/3lr6xnwwls22b - https://bsky.app/profile/codegrokker.bsky.social/post/3lr6xp4piec2b - https://x.com/codegrokker/status/1932136956768702951 - https://x.com/codegrokker/status/1932137373929980392 - https://x.com/codegrokker/status/1932137886541045931 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_MLOPS/tree/main/hw4 faq_contribution: "Q: Why does Docker build keep failing with \"requirements\ \ not found\" error?\r\nA: This is a common Docker layer caching and file copying\ \ issue that wastes time and causes build failures.\r\nThe Problem:\r\n\r\n\ # Inefficient Dockerfile - rebuilds everything on code changes\r\nFROM python:3.10-slim\r\ \nCOPY . /app # Copies everything including code\r\nWORKDIR\ \ /app\r\nRUN pip install -r requirements.txt # Reinstalls deps every time\r\ \nCMD [\"python\", \"script.py\"]\r\n\r\nThe Solution:\r\n\r\n# Optimized Dockerfile\ \ - uses Docker layer caching\r\nFROM python:3.10-slim\r\nWORKDIR /app\r\n\r\ \n# Copy requirements first (changes less frequently)\r\nCOPY requirements.txt\ \ .\r\nRUN pip install -r requirements.txt\r\n\r\n# Copy code last (changes\ \ more frequently) \r\nCOPY script.py .\r\nCMD [\"python\", \"script.py\"]\r\ \n\r\nWhy it happens: Docker builds in layers. When you change your code, all\ \ layers after the COPY command rebuild - including dependency installation.\ \ By copying requirements.txt first, Docker can reuse the cached dependency\ \ layer when only code changes.\r\nPro tip: Always copy files that change less\ \ frequently (like requirements.txt) before files that change often (like your\ \ source code). This can reduce build times from minutes to seconds! ⚡" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqkjvnh7c2j - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqklfq2kk2j - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqkmuyb6k2j - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqknunh2k2j - https://x.com/codegrokker/status/1934672413599649956 - https://x.com/codegrokker/status/1934672622958379504 - https://x.com/codegrokker/status/1934673219719708684 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_MLOPS/blob/main/hw5/baseline_model_nyc_taxi_data.ipynb faq_contribution: "Advanced Model Monitoring Setup with Evidently AI\r\nWhy do\ \ we exclude datetime features from ColumnMapping and how do we extract quantile\ \ metrics programmatically?**\r\n\r\nSolution : Datetime features are excluded\ \ because Evidently's drift detection algorithms (KS test, etc.) aren't designed\ \ for temporal data and will always show \"drift\" as time progresses, creating\ \ false positives.\r\n\r\nFor automated monitoring, we extract metrics programmatically:\r\ \nresult = daily_report.as_dict()\r\nquantile_value = result['metrics'][0]['result']['current']['value']\r\ \n\r\nThis nested dictionary access enables automated alerting and dashboard\ \ updates. Always validate the dictionary structure in production - Evidently's\ \ output format can change between versions!" learning_in_public_links: - https://x.com/codegrokker/status/1937219262701273344 - https://bsky.app/profile/codegrokker.bsky.social/post/3lsca7pn6sc2k - https://x.com/codegrokker/status/1937219526724321693 - https://bsky.app/profile/codegrokker.bsky.social/post/3lscabujzic2k - https://bsky.app/profile/codegrokker.bsky.social/post/3lscae4scnk2k - https://bsky.app/profile/codegrokker.bsky.social/post/3lscaf4rtlc2k - https://bsky.app/profile/codegrokker.bsky.social/post/3lscag676dc2k - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_MLOPS/tree/main/hw6 faq_contribution: "Q: How do I effectively test ML data transformations without\ \ loading the entire model pipeline each time?\r\n\r\nA:Separate your data transformation\ \ logic from model inference. Here's a pattern from the assignment that makes\ \ testing fast and reliable:\r\n\r\n```python\r\ndef prepare_data(df: pd.DataFrame,\ \ categorical: List[str]) -> pd.DataFrame:\r\n \"\"\"Pure transformation\ \ function - easy to test!\"\"\"\r\n df = df.copy()\r\n # Calculate duration\r\ \n df[\"duration\"] = df.tpep_dropoff_datetime - df.tpep_pickup_datetime\r\ \n df[\"duration\"] = df.duration.dt.total_seconds() / 60\r\n \r\n \ \ # Filter outliers\r\n df = df[(df.duration >= 1) & (df.duration <= 60)].copy()\r\ \n \r\n # Handle categorical features\r\n df[categorical] = df[categorical].fillna(-1).astype(\"\ int\").astype(\"str\")\r\n return df\r\n\r\n# In your test:\r\ndef test_prepare_data():\r\ \n data = [\r\n (None, None, dt(1, 1), dt(1, 10)), # 9 mins\r\n \ \ (1, 1, dt(1, 2), dt(1, 10)), # 8 mins\r\n (1, None, dt(1,\ \ 2), dt(1, 2.9)), # 0.9 mins - should be filtered\r\n ]\r\n df = pd.DataFrame(data,\ \ columns=['PULocationID', 'DOLocationID', 'pickup_dt', 'dropoff_dt'])\r\n \ \ result = prepare_data(df, categorical=['PULocationID', 'DOLocationID'])\r\ \n assert len(result) == 2 # Quick test, no model loading needed!\r\n```\r\ \n\r\nThis pattern makes tests:\r\n- Fast (no model loading)\r\n- Deterministic\ \ (pure function)\r\n- Easy to debug (clear input/output)" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw4fnilt22o - https://x.com/codegrokker/status/1940084571829412035 - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw4irroas2o - https://x.com/codegrokker/status/1940084708421107744 - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw4kkigjc2o - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw4lbkiok2o - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw4lzrpd22o projects: - project: Attempt 1 project_slug: project1 total_score: 49 project_score: 31 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/Deathslayer89/DTC_MLOPS/tree/main/final_project/smart-energy-prediction faq_contribution: "Q: How does the model handle data drift in production and what\ \ triggers retraining?\r\n\r\n A: The system uses Evidently to detect data\ \ drift by comparing incoming data distributions against reference data using\ \ statistical tests (Kolmogorov-Smirnov,\r\n Population Stability Index). When\ \ drift is detected:\r\n\r\n 1. Drift Detection: Evidently calculates drift\ \ scores for each feature and overall dataset drift\r\n 2. Threshold Monitoring:\ \ If drift score > 0.1 or more than 30% of features show drift, an alert is\ \ triggered\r\n 3. Automated Response: The monitoring pipeline (src/monitoring/model_monitor.py)\ \ sends alerts and logs drift metrics to CloudWatch\r\n 4. Retraining Trigger:\ \ Prefect workflow (src/workflows/training_pipeline.py) can be configured to\ \ automatically retrain when drift threshold is exceeded\r\n 5. Model Versioning:\ \ New models are versioned in MLflow registry and deployed through ECS service\ \ update\r\n\r\n Technical Implementation:\r\n # Drift detection threshold\ \ configuration\r\n drift_threshold = 0.1\r\n feature_drift_threshold = 0.3\r\ \n\r\n # Automatic retraining trigger\r\n if drift_score > drift_threshold\ \ or feature_drift_ratio > feature_drift_threshold:\r\n prefect_client.create_flow_run(flow_name=\"\ retrain-model\")\r\n\r\n This ensures production model performance degrades\ \ gracefully with automatic recovery mechanisms." learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzozbjycs2h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp7wg5l22h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp7luey22h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp6mtnfk2h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp5rqaks2h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp57uojk2h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp4pxtd22h - https://bsky.app/profile/codegrokker.bsky.social/post/3ltzp46mevs2h - position: 7 display_name: ‌Behrouz total_score: 125 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/behrouzm/MLops/blob/main/01-Homework/01-HomeWork.ipynb learning_in_public_links: - https://www.linkedin.com/pulse/reliable-ai-starts-here-practitioners-view-mlops-srikanth-devarajan-eophe/?trackingId=otljBqLXTaObso4PBIhWXg%3D%3D - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/behrouzm/MLops/tree/main/02-Experiment_tracking/02-Homework learning_in_public_links: - https://aws.amazon.com/what-is/mlops/ - https://cloud.google.com/discover/what-is-mlops - https://wandb.ai/site/articles/intro-to-mlops-machine-learning-experiment-tracking/ - https://medium.com/@sachinsoni600517/a-practical-guide-to-experiment-tracking-in-mlops-14777cfc3724 - https://mlops-guide.github.io/MLOps/Data/ - https://x.com/The_Beppe/status/1927240835390636451 - https://medium.com/sfu-cspmp/mlflow-a-modern-mlops-tool-for-data-project-collaboration-704ca299d9c3 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/behrouzm/MLops/tree/main/03-Orchestrating faq_contribution: "I have answered this question in module 3 section:\r\nMage\ \ pipeline breaks with [Errno 2] No such file or directory: '/home/src/mage_data/{…}\ \ /.variables/{...}/output_1/object.joblib'\"\r\n\r\nAnswer:\r\nStart by thoroughly\ \ checking the logs of the upstream block that was supposed to generate object.joblib.\ \ Ensure it completed successfully and that its expected output (often named\ \ output_1) was actually created and saved. You might also want to quickly verify\ \ in the Mage UI or file system (if accessible) whether the file exists in the\ \ .variables directory for that upstream block." learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7336310568112349185/ - https://www.linkedin.com/feed/update/urn:li:activity:7336306009889505281/ - https://www.linkedin.com/feed/update/urn:li:activity:7336302916649062400/ - https://www.linkedin.com/feed/update/urn:li:activity:7336298666111963139/ - https://x.com/The_Beppe/status/1930548353827250594 - https://towardsdatascience.com/machine-learning-orchestration-vs-mlops-d4cfe3b7bec/ - https://medium.com/exness-blog/the-best-orchestration-tool-for-mlops-a-real-story-about-difficult-choices-5ee6a087c9e3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/behrouzm/MLops/tree/main/04-Deployment faq_contribution: "I have added a small tip on using Mage.ai pipline to deploy\ \ ML model adding docker into the pipline.\r\nTip: Use a Python Block in Mage\ \ to Interact with Your Dockerized ML Model" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7338312389840285696/ - https://x.com/The_Beppe/status/1932547111515574416 - https://ml-ops.org/content/mlops-principles - https://www.phdata.io/blog/the-ultimate-mlops-guide-how-to-deploy-ml-models-to-production/ - https://www.datacamp.com/tutorial/tutorial-machine-learning-pipelines-mlops-deployment - https://www.databricks.com/glossary/mlops - https://www.projectpro.io/article/mlops-lifecycle/885 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/behrouzm/MLops/tree/main/05-Monitoring/05-homework learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7343900676793466881/ - https://x.com/The_Beppe/status/1938135531948577133 - https://mlops-guide.github.io/MLOps/Monitoring/ - https://docs.newrelic.com/docs/mlops/get-started/intro-mlops/ - https://www.evidentlyai.com/ml-in-production/model-monitoring - https://dagshub.com/glossary/mlops-monitoring/ - https://docs.h2o.ai/mlops/model-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/behrouzm/MLops/tree/main/06-best-practice learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7345843583251312643/ - https://x.com/The_Beppe/status/1940078217840517484 - https://neptune.ai/blog/mlops-best-practices - https://www.kdnuggets.com/2023/04/mlops-best-practices-know.html - https://www.databricks.com/blog/mlops-best-practices-mlops-gym-crawl - https://www.datacamp.com/blog/top-mlops-tools - https://www.nvidia.com/en-us/software/run-ai/#referrer=site&domain=run-ai projects: - project: Attempt 1 project_slug: project1 total_score: 51 project_score: 28 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/behrouzm/Medical_Insurance_mlops learning_in_public_links: - https://x.com/The_Beppe/status/1943658129293451603 - https://www.linkedin.com/feed/update/urn:li:share:7349425228873105408/ - https://www.datacamp.com/blog/mlops-roadmap - https://mlops-guide.github.io/ - https://huyenchip.com/mlops/ - https://pages.run.ai/hubfs/PDFs/Complete-Guide-to-MLOps.pdf - https://bhavikjikadara.medium.com/getting-started-with-mlops-a-beginners-guide-91f0e895df5b - https://github.com/Nyandwi/machine_learning_complete/blob/main/010_mlops/1_mlops_guide.md - https://betterstack.com/community/guides/scaling-python/flask-vs-fastapi/ - https://www.reddit.com/r/flask/comments/13pyxie/flask_vs_fastapi/ - https://medium.com/@michaelekpang/creating-a-ci-cd-pipeline-using-github-actions-b65bb248edfe - https://github.com/features/actions - https://timdeschryver.dev/blog/how-to-set-up-a-dynamic-ci-cd-pipeline-with-github-actions - https://medium.com/code-factory-berlin/github-repository-structure-best-practices-248e6effc405 - position: 8 display_name: Srikanth Ganji total_score: 125 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Shrikant-Ganji/mlops/tree/4ebeb82b1f702b8735f1f5a535d5758b04d02a98/01-Intra faq_contribution: 'Yes' - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/blob/main/02-week/homework2.ipynb faq_contribution: Contributed. learning_in_public_links: - https://medium.com/@srikanth.unix07/mlops-zoomcamp-2025-homework-2-experiment-tracking-with-mlflow-4ea1ed783531 - https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/blob/main/02-week/README.md - https://x.com/iamshri07/status/1927835032665870481 - https://x.com/iamshri07/status/1927835703657873570 - https://x.com/iamshri07/status/1927836067941466309 - https://x.com/iamshri07/status/1927836335051554936 - https://x.com/iamshri07/status/1927837358231278025 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/blob/main/03-Orchestration/homework3.ipynb learning_in_public_links: - https://www.youtube.com/watch?v=uAR4BhVCNbI&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK&index=18 - https://www.youtube.com/watch?v=3_Uu0rInxWI&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK&index=16 - https://www.youtube.com/watch?v=3YjagezFhOo&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://medium.com/@srikanth.unix07/mlops-zoomcamp-homework-3-orchestrating-an-ml-pipeline-with-prefect-and-mlflow-47c608f6d4ab - https://x.com/iamshri07/status/1930383702137446576 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/blob/main/04-deployments/homework4.ipynb faq_contribution: Contributed learning_in_public_links: - https://medium.com/@srikanth.unix07/mlops-zoomcamp-2025-homework-4-predicting-nyc-yellow-taxi-trip-durations-with-a-pretrained-77371095aaab - https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/blob/main/04-deployments/README.md - https://x.com/iamshri07/status/1932883643363622930 - https://x.com/iamshri07/status/1932883807830679966 - https://x.com/iamshri07/status/1932884086219288905 - https://x.com/iamshri07/status/1932884157790892185 - https://youtu.be/aewOpHSCkqI?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/blob/main/05-monitoring/baseline_model_nyc_taxi_data.ipynb faq_contribution: Contributed learning_in_public_links: - https://www.youtube.com/watch?v=SQ0jBwd_3kk&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/yixA3C1xSxc?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/IjNrkqMYQeQ?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/kP3lzh_HfWY?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/zjvYhDPzFlY?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/s3G4PMsOMOA?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/fytrmPbcLhI?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Shrikant-Ganji/mlops-zoomcamp-2025/tree/main/06-Best-Practices/code faq_contribution: Contributed learning_in_public_links: - https://youtu.be/CJp1eFQP5nk?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/lBX0Gl7Z1ck?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/9yMO86SYvuI?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/uImvWE-iSDQ?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/lmMZ7Axk2T8?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/F6DZdvbRZQQ?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/zRcLgT7Qnio?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK projects: - project: Attempt 1 project_slug: project1 total_score: 55 project_score: 31 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Shrikant-Ganji/ecommerce-return-mlops faq_contribution: Contributed learning_in_public_links: - https://www.loom.com/share/8f99d25893de4fb8aaa95c0395c740b6 - https://youtu.be/MzcmWXYxi2s?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/MiA7LQin9c8?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/uAR4BhVCNbI?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/JMGe4yIoBRA?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/SQ0jBwd_3kk?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/CJp1eFQP5nk?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/lBX0Gl7Z1ck?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/9yMO86SYvuI?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/lmMZ7Axk2T8?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/F6DZdvbRZQQ?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/-6scXrFcPNk?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/JVydd1K6R7M?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://youtu.be/YWao0rnqVoI?list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - position: 9 display_name: Thomas Anderson total_score: 122 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/capac/mlops-zoomcamp/blob/main/2025/homework/homework_01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/capac/mlops-zoomcamp/tree/main/2025/homework/02-experiment-tracking learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lq3pxqstc223 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/capac/mlops-zoomcamp/blob/main/2025/homework/03-orchestration/homework_03.py learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lr6qd2jrts2p - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/capac/mlops-zoomcamp/tree/main/2025/homework/04-deployment learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lrqcvx34k22r - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/capac/mlops-zoomcamp/tree/main/2025/homework/05-monitoring faq_contribution: Failed to create provisioner error when running `docker-compose up –build` learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lsc5en3xik2j - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/capac/mlops-zoomcamp/tree/main/2025/homework/06-best-practices learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lsyco5qw3c26 projects: - project: Attempt 2 project_slug: project2 total_score: 40 project_score: 29 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/capac/higher-education-students-performance-evaluation faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1752064041134659?thread_ts=1752049306.703539&cid=C02R98X7DS9 learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lvlt2kdnuc2h - project: Attempt 3 project_slug: project3 total_score: 42 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 5 peer_review_learning_in_public_score: 5 project_faq_score: 1 passed: true github_link: https://github.com/capac/higher-education-students-performance-evaluation faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1753710041092439?thread_ts=1752049306.703539&cid=C02R98X7DS9 learning_in_public_links: - https://bsky.app/profile/capac.bsky.social/post/3lvlt2kdnuc2h - https://bsky.app/profile/capac.bsky.social/post/3lsyco5qw3c26 - https://bsky.app/profile/capac.bsky.social/post/3lsc5en3xik2j - https://bsky.app/profile/capac.bsky.social/post/3lrqcvx34k22r - https://bsky.app/profile/capac.bsky.social/post/3lr6qd2jrts2p - position: 10 display_name: Siddhartha Gogoi total_score: 120 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/mlops-zoomcamp-2025/tree/main/homework/01 learning_in_public_links: - https://www.linkedin.com/posts/siddhartha-gogoi_github-datatalksclubmlops-zoomcamp-free-activity-7330386488058175489-J3Dp?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAcHFVoBE-Mmuf9g61w19G2J5oHD6tYT_9I - https://transformtryst.blogspot.com/2025/05/automating-ml-lifecycle-my.html - https://x.com/SapientSapiens/status/1925331800303493620 - https://x.com/SapientSapiens/status/1924562800099398103 - https://mastodon.social/@sapientsapiens/114536395642262164 - https://github.com/SapientSapiens/mlops-zoomcamp-2025/blob/main/notes/Overview.md - https://www.tumblr.com/sapientsapiens/784006485977989120/mlops-zoomcamp?source=share - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/mlops-zoomcamp-2025/tree/main/homework/02 faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.qm4c8qx0px3r learning_in_public_links: - https://www.linkedin.com/posts/siddhartha-gogoi_github-datatalksclubmlops-zoomcamp-free-activity-7333513277496270850-ROvi?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAcHFVoBE-Mmuf9g61w19G2J5oHD6tYT_9I - https://transformtryst.blogspot.com/2025/05/my-tryst-with-experiment-tracking-model.html - https://x.com/SapientSapiens/status/1927670116982087707 - https://mastodon.social/@sapientsapiens/114585074163929248 - 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https://transformtryst.blogspot.com/2025/07/monitoring-in-mlops.html - https://x.com/SapientSapiens/status/1937891289917489492 - https://www.tumblr.com/sapientsapiens/787948550416990208/mlops-zoomcamp-module-5?source=share - https://mastodon.social/@sapientsapiens/114782959020235004 - https://x.com/SapientSapiens/status/1940331115274965364 - https://www.tumblr.com/sapientsapiens/787338544905650176/mlops-zoomcamp-module-5?source=share - https://mastodon.social/@sapientsapiens/114744645351866658 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 2 faq_score: 0 learning_in_public_score: 3 learning_in_public_links: - https://www.tumblr.com/sapientsapiens/787955200943063040/mlops-zoomcamp-module-6?source=share - https://mastodon.social/@sapientsapiens/114783206213786774 - https://x.com/SapientSapiens/status/1940346859668840582 projects: - project: Attempt 2 project_slug: project2 total_score: 48 project_score: 24 peer_review_score: 9 project_learning_in_public_score: 9 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/SapientSapiens/capstoneproject-2025-mlopsz/tree/main learning_in_public_links: - https://mastodon.social/@sapientsapiens/114881878073431283 - https://www.tumblr.com/sapientsapiens/789534121485615104/mlops-zoomcamp-capstone-project?source=share - https://x.com/SapientSapiens/status/1946674054670467234 - https://mastodon.social/@sapientsapiens/114920423266743421 - https://www.tumblr.com/sapientsapiens/790150727563706368/mlops-zoomcamp-capstone-project?source=share - https://x.com/SapientSapiens/status/1949140808671625635 - https://x.com/SapientSapiens/status/1951780613989466185 - https://www.tumblr.com/sapientsapiens/790810701130317824/mlops-zoomcamp-capstone-project?source=share - https://mastodon.social/@sapientsapiens/114961664054883635 - position: 11 display_name: Abdelrahman Adnan total_score: 117 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/01-Intro/homework.ipynb learning_in_public_links: - https://x.com/AbdelrhmanAdna7/status/1923794112030879911 - https://x.com/AbdelrhmanAdna7/status/1923805220812837070 - https://medium.com/@abdoadnan801/mlops-zoomcamp-week-1-notes-cba4385f4ef0 - https://gist.github.com/Abdelrahman-Adnan/4ebfdd9d82658803c298cbe090a531ac - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/02-experiment-tracking/homework-02-experiment-tracking.ipynb learning_in_public_links: - https://gist.github.com/Abdelrahman-Adnan/1cb8fc550d385166782027f83c8ddb59 - https://medium.com/@abdoadnan801/mlops-zoomcamp-module-2-mlflow-for-ml-experiment-tracking-17580e420d4c - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-module-2-mlflow-for-ml-experiment-tracking-1166 - https://x.com/AbdelrhmanAdna7/status/1927114557555630238 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/tree/main/03-orchestration learning_in_public_links: - https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/03-orchestration/README.md - https://gist.github.com/Abdelrahman-Adnan/9fa7a873034bd77653468afaa8e6660f - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-2025-week-3-workflow-orchestration-with-prefect-13jn - https://x.com/AbdelrhmanAdna7/status/1932152830904934685 - https://medium.com/@abdoadnan801/https-gist-github-com-abdelrahman-adnan-9fa7a873034bd77653468afaa8e6660f-9b4f7b683b29 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/tree/main/04-deployment learning_in_public_links: - https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/04-deployment/README.md - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-week-4-notes-model-deployment-guide-4i03 - https://gist.github.com/Abdelrahman-Adnan/0ae5597c159a928f01ca13bb9b1760d8 - https://medium.com/@abdoadnan801/mlops-zoomcamp-week-4-notes-model-deployment-guide-305a170c25a9 - https://x.com/AbdelrhmanAdna7/status/1935077558024130675 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 9 questions_score: 2 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/05-monitoring/homework-05.ipynb learning_in_public_links: - https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/05-monitoring/README.md - https://gist.github.com/Abdelrahman-Adnan/ec223b0e46b89b9477b88d2adcdd57a7 - https://gist.github.com/Abdelrahman-Adnan/3bf2fa06862d0080f1fc72f8476b7b7d - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-week-05-monitoring-notes-understanding-ml-model-monitoring-concepts-4f4b - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-week-05-monitoring-notes-practical-implementation-guide-1o3d - https://medium.com/@abdoadnan801/mlops-zoomcamp-week-05-monitoring-notes-part-1-5c52991f999e - https://x.com/AbdelrhmanAdna7/status/1938622144331809263 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/tree/main/06-best-practices learning_in_public_links: - https://gist.github.com/Abdelrahman-Adnan/317f55e38361b8bb6dbf2efd89c54be9 - https://gist.github.com/Abdelrahman-Adnan/3a11558124a0128efae885bec253bad0 - https://github.com/Abdelrahman-Adnan/mlops-zoomcamp/blob/main/06-best-practices/README.md#chapter-2-automation-and-deployment - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-module-6-chapter-2-automation-and-deployment-4o4 - https://dev.to/abdelrahman_adnan/mlops-zoomcamp-module-6-chapter-1-testing-and-quality-assurance-1ehf - https://x.com/AbdelrhmanAdna7/status/1940445270741029371 - https://x.com/AbdelrhmanAdna7/status/1940445503524950141 projects: - project: Attempt 2 project_slug: project2 total_score: 53 project_score: 30 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/Abdelrahman-Adnan/customer-churn-prediction learning_in_public_links: - https://gist.github.com/Abdelrahman-Adnan/f5c507c5b53f98481d13f16ed20c17e0 - https://gist.github.com/Abdelrahman-Adnan/903ec0ccac2b41f91c6615828fbdf8eb - https://gist.github.com/Abdelrahman-Adnan/5d334339e5a6f0fe9565b56ab06db475 - https://gist.github.com/Abdelrahman-Adnan/6d7492894d1033d34be7957e4336f5a8 - https://gist.github.com/Abdelrahman-Adnan/4e7303bf65b8ce44f97fe8f57e5a1d1a - https://gist.github.com/Abdelrahman-Adnan/004abd4e44ea1cafd902faa943223298 - https://dev.to/abdelrahman_adnan/part1customerchurnpredictionmlopszoomcamp-4o9n - https://dev.to/abdelrahman_adnan/part2customerchurnpredictionmlopszoomcamp-15bj - https://dev.to/abdelrahman_adnan/part3customerchurnpredictionmlopszoomcamp-5b83 - https://dev.to/abdelrahman_adnan/part4customerchurnpredictionmlopszoomcamp-in4 - https://dev.to/abdelrahman_adnan/part5customerchurnpredictionmlopszoomcamp-2m2a - https://dev.to/abdelrahman_adnan/part6customerchurnpredictionmlopszoomcamp-2h7p - https://gist.github.com/Abdelrahman-Adnan/837e7f98c5d0dbb025ab96692ae5fb61 - https://dev.to/abdelrahman_adnan/prefect-pipeline-tutorial-complete-breakdown-fo7 - position: 12 display_name: Optimistix total_score: 116 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Optimistix/mlops-zoomcamp-2025/blob/main/MLOPs_Zoomcamp_Module_1/MLOPs_Zoomcamp_Homework_1.ipynb faq_contribution: "Homework, Cohort - Is the due date for homework 20th May?How\ \ do I check the updated playlist and homework for mlops course?\r\nThe due\ \ date differs due to the participants being in different time zones, it was\ \ the midnight of\r\nMay 19th/20th in Berlin, and whatever corresponded to that\ \ in your particular time zone. You\r\ncan find the deadline on the homework\ \ submission page, e.g.\r\nhttps://courses.datatalks.club/mlops-zoomcamp-2024/homework/hw1\r\ \nYou can find all cohort-specific info the 2025 cohort here:\r\nhttps://github.com/DataTalksClub/mlops-zoomcamp/tree/main/cohorts/2025" learning_in_public_links: - https://x.com/RileenSinha/status/1924702100337918246 - https://x.com/RileenSinha/status/1924702870290440667 - https://x.com/RileenSinha/status/1924704081303556533 - https://x.com/RileenSinha/status/1924704438096171168 - https://x.com/RileenSinha/status/1924709473685303418 - https://x.com/RileenSinha/status/1924710468221857944 - https://x.com/RileenSinha/status/1924713265445122268 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 11 questions_score: 3 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Optimistix/mlops-zoomcamp-2025/blob/main/MLOPs_Zoomcamp_Module_2/MLOPs_Zoomcamp_Homework_2.ipynb faq_contribution: "Homework 2 , 2025 Cohort - Why is the experiment in question\ \ 6 taking so long to run? Should we use yellow taxi data, or green taxi data?\r\ \n\r\nYou might need to use the green taxi data rather than yellow taxi data\ \ - look at other recent questions similar to yours. The preprocessing code\ \ provided with the homework expects green taxi data (even though the question\ \ specifies yellow taxi data), and answers seem to confirm that using green\ \ taxi data is the way to go. Not that there's no official confirmation of this\ \ though (as of early morning, May 27th in Berlin)." learning_in_public_links: - https://x.com/RileenSinha/status/1927242656427491656 - https://x.com/RileenSinha/status/1927245462102221168 - https://x.com/RileenSinha/status/1927245715597611449 - https://x.com/RileenSinha/status/1927246104761946468 - https://x.com/RileenSinha/status/1927251523781697765 - https://x.com/RileenSinha/status/1927252430930014411 - https://x.com/RileenSinha/status/1927253147199603118 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Optimistix/mlops-zoomcamp-2025/blob/main/MLOPs_Zoomcamp_Module_3/MLOPs_Zoomcamp_Homework_3.ipynb faq_contribution: "Homework 3, 2025 Cohort - Do I have to use MAGE as the orchestrator?\ \ Can I use any orchestrator I want?\r\n\r\nYou do not have to use MAGE or any\ \ specific orchestrator, it is totally up to you." learning_in_public_links: - https://x.com/RileenSinha/status/1932213270020046870 - https://x.com/RileenSinha/status/1932214065897873446 - https://x.com/RileenSinha/status/1932320169470411101 - https://x.com/RileenSinha/status/1932320756836528372 - https://x.com/RileenSinha/status/1932326675729277202 - https://x.com/RileenSinha/status/1932327582160032186 - https://x.com/RileenSinha/status/1932328067365531709 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 11 questions_score: 4 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Optimistix/mlops-zoomcamp-2025/blob/main/MLOPs_Zoomcamp_Module_4/MLOPs_Zoomcamp_Homework_4.ipynb learning_in_public_links: - https://x.com/RileenSinha/status/1935982505762357700 - https://x.com/RileenSinha/status/1935984037018931396 - https://x.com/RileenSinha/status/1935986260838949043 - https://x.com/RileenSinha/status/1935987485349155195 - https://x.com/RileenSinha/status/1935988946153971962 - https://x.com/RileenSinha/status/1935990546369225038 - https://x.com/RileenSinha/status/1935991082224918644 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Optimistix/mlops-zoomcamp-2025/blob/main/MLOPs_Zoomcamp_Module_5/MLOPs_Zoomcamp_Homework_5.ipynb faq_contribution: "Hi, is it too late to start the course, I have ML experience?\r\ \nIt really depends on how much time and effort you can dedicate to the project\ \ over the coming weeks. Since you're late for the homeworks and they aren't\ \ required for the certificate, it might make sense to throw yourself into the\ \ projects - even if the first attempt is a struggle, it will be be the best\ \ preparation for the second attempt, should you need (or feel like) one." learning_in_public_links: - https://x.com/RileenSinha/status/1939930887094681833 - https://x.com/RileenSinha/status/1939931980646207659 - https://x.com/RileenSinha/status/1939934444233662726 - https://x.com/RileenSinha/status/1939935670480327000 - https://x.com/RileenSinha/status/1939943098403918055 - https://x.com/RileenSinha/status/1939944353381658955 - https://x.com/RileenSinha/status/1939945180229959694 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 11 questions_score: 3 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Optimistix/mlops-zoomcamp-2025/tree/main/MLOPs_Zoomcamp_Module_6 faq_contribution: "Can I submit the final project on the second attempt and still\ \ receive the certificate? \r\n\r\nYes, absolutely - it's your choice whether\ \ to submit one or two times; passing any one attempt is sufficient to earn\ \ the certificate." learning_in_public_links: - https://x.com/RileenSinha/status/1943210630569148865 - https://x.com/RileenSinha/status/1943212033731609018 - https://x.com/RileenSinha/status/1943212757085466663 - https://x.com/RileenSinha/status/1943213516904636808 - https://x.com/RileenSinha/status/1943213952416039337 - https://x.com/RileenSinha/status/1943215069975773647 - https://x.com/RileenSinha/status/1943215645723677180 projects: - project: Attempt 2 project_slug: project2 total_score: 43 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 11 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/Optimistix/MLOPs_Pima_Indian_Diabetes_Analysis learning_in_public_links: - https://x.com/RileenSinha/status/1952560654071787693 - https://x.com/RileenSinha/status/1952561553624142255 - https://x.com/RileenSinha/status/1952561985695965405 - https://x.com/RileenSinha/status/1952562634563191268 - https://x.com/RileenSinha/status/1952593598387519970 - https://x.com/RileenSinha/status/1952612527302668629 - https://x.com/RileenSinha/status/1952613664877367431 - https://x.com/RileenSinha/status/1952614269281017943 - https://x.com/RileenSinha/status/1952617132677877779 - https://x.com/RileenSinha/status/1952625631361204228 - https://x.com/RileenSinha/status/1952625922193977591 - position: 13 display_name: Maximilien Eyengue total_score: 114 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/01_intro/notebooks/homework_01.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1747672701928559?thread_ts=1747669994.632989&cid=C02R98X7DS9 learning_in_public_links: - https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/01_intro/README.md - https://www.linkedin.com/posts/maxim-eyengue_mlops-zoomcamp-202501introreadmemd-at-activity-7330314330460098560-4zuT?utm_source=share&utm_medium=member_desktop&rcm=ACoAADjkwIoBYfi8pKEg13GR5247Rtzouwe7qRM - https://x.com/maximc35/status/1924542328020058159?s=61 - https://x.com/maximc35/status/1924542331601997953?s=61 - https://x.com/maximc35/status/1924542335959847250?s=61 - https://x.com/maximc35/status/1924542340439454056?s=61 - https://x.com/maximc35/status/1924542343899726057?s=61 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/02_experiment-tracking/notebooks/homework/homework_02.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1748188501155909 learning_in_public_links: - https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/02_experiment-tracking/README.md - https://www.linkedin.com/posts/maxim-eyengue_mlops-zoomcamp-202502experiment-tracking-activity-7333254289907240962-YgWp?utm_source=share&utm_medium=member_desktop&rcm=ACoAADjkwIoBYfi8pKEg13GR5247Rtzouwe7qRM - https://x.com/maximc35/status/1927481880313790730?s=61 - https://x.com/maximc35/status/1927481884017094714?s=61 - https://x.com/maximc35/status/1927481888647635004?s=61 - https://x.com/maximc35/status/1927481892405723235?s=61 - https://x.com/maximc35/status/1927481895765352952?s=61 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/03_orchestration/notebooks/homework/homework_03.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1748407706787379?thread_ts=1748359823.036149&cid=C02R98X7DS9 learning_in_public_links: - https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/03_orchestration/README.md - https://x.com/maximc35/status/1933389149224251443?s=61 - https://x.com/maximc35/status/1933389923908006398?s=61 - https://x.com/maximc35/status/1933390495083901318?s=61 - https://x.com/maximc35/status/1933390669034168628?s=61 - https://x.com/maximc35/status/1933391163886833988?s=61 - https://x.com/maximc35/status/1933391369856233932?s=61 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/04_deployment/notebooks/homework/homework_04.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1750072895276449?thread_ts=1750058509.725509&cid=C02R98X7DS9 learning_in_public_links: - https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/04_deployment/README.md - https://x.com/maximc35/status/1937202304333054252?s=61 - https://x.com/maximc35/status/1937202312755208540?s=61 - https://x.com/maximc35/status/1937202317666799736?s=61 - https://x.com/maximc35/status/1937202351590330560?s=61 - https://x.com/maximc35/status/1937202450169000106?s=61 - https://x.com/maximc35/status/1937202470901706982?s=61 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 12 questions_score: 4 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/05_monitoring/notebooks/homework/homework_05.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1751280036164209?thread_ts=1751128222.893869&cid=C02R98X7DS9 learning_in_public_links: - https://github.com/maxim-eyengue/MLOps-Zoomcamp-2025/blob/main/05_monitoring/README.md - https://x.com/maximc35/status/1939722200421990694?s=61 - https://x.com/maximc35/status/1939722203899068547?s=61 - https://x.com/maximc35/status/1939722207644582230?s=61 - https://x.com/maximc35/status/1939722211255877718?s=61 - https://x.com/maximc35/status/1939722231493394542?s=61 - https://x.com/maximc35/status/1939722235410874853?s=61 projects: - project: Attempt 2 project_slug: project2 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/maxim-eyengue/Machine-RUL-Predictor faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1753181305181149?thread_ts=1753180058.628809&cid=C02R98X7DS9 learning_in_public_links: - https://x.com/maximc35/status/1952498269340201184?s=61 - https://x.com/maximc35/status/1952498775039127773?s=61 - https://x.com/maximc35/status/1952499019470737742?s=61 - https://x.com/maximc35/status/1952499615045243158?s=61 - https://x.com/maximc35/status/1952500164800688219?s=61 - https://x.com/maximc35/status/1952500764724576592?s=61 - https://x.com/maximc35/status/1952501547193045288?s=61 - https://x.com/maximc35/status/1952501844808229131?s=61 - https://x.com/maximc35/status/1952502155191165142?s=61 - https://x.com/maximc35/status/1952503521993019790?s=61 - https://x.com/maximc35/status/1952504416785113335?s=61 - https://x.com/maximc35/status/1952504970089226451?s=61 - https://x.com/maximc35/status/1952505791581163796?s=61 - https://x.com/maximc35/status/1952505949282873652?s=61 - position: 14 display_name: Magical Davinci total_score: 112 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/mlops-zoomcamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/mlops-zoomcamp - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/mlops-zoomcamp - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/mlops-zoomcamp - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/mlops-zoomcamp projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 33 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/rayluo88/diabetes-prediction-mlops - project: Attempt 3 project_slug: project3 total_score: 40 project_score: 31 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/rayluo88/diabetes-prediction-mlops - position: 15 display_name: Andrea Marella total_score: 110 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheItalianDataGuy/mlops-zoomcamp/tree/main - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheItalianDataGuy/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheItalianDataGuy/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheItalianDataGuy/mlops-zoomcamp/tree/c9f0082df74dfb9fcb04b1cbfbcfcc0db265f5b2/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheItalianDataGuy/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheItalianDataGuy/mlops-zoomcamp/tree/main/06-best-practice projects: - project: Attempt 1 project_slug: project1 total_score: 40 project_score: 31 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/TheItalianDataGuy/exoplanet-detection-mlops - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/TheItalianDataGuy/exoplanet-detection-mlops - position: 16 display_name: Marc Sanad total_score: 107 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Marcoc51/MLOps-Zoomcamp/blob/main/1.%20Module%201%20-%20Introduction/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/marc-sanad_study-notes-notion-activity-7329560457067839489-GnZY?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJ15eMB8NIBXcvOKwj5jLlyEMvxWUG8Otk - https://www.notion.so/Study-Notes-1dde99c5722581a0b18df206634bf3b9?pvs=4 - https://x.com/MarkAtef55/status/1924512153224028661 - https://x.com/MarkAtef55/status/1924512155245728063 - https://x.com/MarkAtef55/status/1924512157250494595 - https://x.com/MarkAtef55/status/1924512159058313716 - https://x.com/MarkAtef55/status/1924512161180647724 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/Marcoc51/MLOps-Zoomcamp/blob/main/2.%20Module%202%20-%20Experiment%20Tracking/Homework.ipynb learning_in_public_links: - https://www.notion.so/Study-Notes-1dde99c57225817782e8e986005f8772?pvs=4 - https://www.linkedin.com/posts/marc-sanad_study-notes-notion-activity-7332682451317690368-EnhN?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJ15eMB8NIBXcvOKwj5jLlyEMvxWUG8Otk - https://x.com/MarkAtef55/status/1926918037870870584 - https://x.com/MarkAtef55/status/1926918039632593206 - https://x.com/MarkAtef55/status/1926918041574555806 - https://x.com/MarkAtef55/status/1926918043524829451 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Marcoc51/MLOps-Zoomcamp/tree/main/3.%20Module%203%20-%20Orchestration learning_in_public_links: - https://www.linkedin.com/posts/marc-sanad_mlopszoomcamp2025-orchestration-mlops-activity-7338104525817368576-acNb?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJ15eMB8NIBXcvOKwj5jLlyEMvxWUG8Otk - https://x.com/MarkAtef55/status/1932340159875256669 - https://x.com/MarkAtef55/status/1932340161745965316 - https://x.com/MarkAtef55/status/1932340163910455361 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 11 questions_score: 5 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/Marcoc51/MLOps-Zoomcamp/tree/main/4.%20Module%204%20-%20Deployment learning_in_public_links: - https://www.linkedin.com/posts/marc-sanad_study-notes-notion-activity-7342450380292730881-W2Bx?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJ15eMB8NIBXcvOKwj5jLlyEMvxWUG8Otk - https://www.notion.so/Study-Notes-1dde99c5722581029260dc3eed7a55a2?source=copy_link - https://x.com/MarkAtef55/status/1936686642619617780 - https://x.com/MarkAtef55/status/1936686644473602551 - https://x.com/MarkAtef55/status/1936686646314807652 - https://x.com/MarkAtef55/status/1936686648269357192 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/Marcoc51/MLOps-Zoomcamp/tree/main/5.%20Module%205%20-%20Monitoring learning_in_public_links: - https://www.notion.so/Study-Notes-1dde99c5722581428f6ac0bbb5ac05a1?source=copy_link - https://www.linkedin.com/feed/update/urn:li:share:7345170435812089856/ - https://x.com/MarkAtef55/status/1939405427969855825 - https://x.com/MarkAtef55/status/1939405430058254823 - https://x.com/MarkAtef55/status/1939405431903777133 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/Marcoc51/MLOps-Zoomcamp/tree/main/6.%20Module%206%20-%20Best%20Practices learning_in_public_links: - https://www.notion.so/Study-Notes-1dde99c5722581be8578dbb8b8ca5f07?source=copy_link - https://www.linkedin.com/posts/marc-sanad_study-notes-notion-activity-7345567736216838144-5Kbo?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJ15eMB8NIBXcvOKwj5jLlyEMvxWUG8Otk - https://x.com/MarkAtef55/status/1939802017435676960 - https://x.com/MarkAtef55/status/1939802019604165101 - https://x.com/MarkAtef55/status/1939802022519480408 projects: - project: Attempt 1 project_slug: project1 total_score: 39 project_score: 25 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/Marcoc51/Match-Video-Detection learning_in_public_links: - https://www.linkedin.com/posts/marc-sanad_mlopsbootcamp2025-activity-7350243547830202368-Li7U?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJ15eMB8NIBXcvOKwj5jLlyEMvxWUG8Otk - https://x.com/MarkAtef55/status/1944479535530934705 - https://x.com/MarkAtef55/status/1944479538022674540 - https://x.com/MarkAtef55/status/1944479540266295553 - https://x.com/MarkAtef55/status/1944479542208327708 - position: 17 display_name: Krishnakumar Radhakrishnan total_score: 102 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/mlops-zoomcamp25/tree/main/module-1 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/mlops-zoomcamp25/tree/main/module-2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/mlops-zoomcamp25/tree/main/module-3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/mlops-zoomcamp25/tree/main/module-4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/mlops-zoomcamp25/tree/main/module-5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/mlops-zoomcamp25/tree/main/module-6 projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/krish-rm/market-master-trading-prediction - project: Attempt 3 project_slug: project3 total_score: 33 project_score: 24 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/krish-rm/market-master-trading-action-prediction - position: 18 display_name: Rui Pinto total_score: 101 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/RuiFSP/mlops-zoomcamp/blob/master/01-intro/homework01.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ruifspinto_github-ruifspmlops-zoomcamp-activity-7329864389665222656-NVG_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAi8jIABb0XcK7lkmFrZZnEQnfuJCtxy-Tg - https://x.com/RuiFSPinto/status/1924099539251691884 - https://bsky.app/profile/ruifspinto.bsky.social/post/3lph7ak3m2s2z - https://dly.to/0YyEwtOYQ4Q - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/RuiFSP/mlops-zoomcamp-2025/blob/master/02-experiment-tracking/homework02.ipynb learning_in_public_links: - https://x.com/RuiFSPinto/status/1926976925408391506 - https://bsky.app/profile/ruifspinto.bsky.social/post/3lq364jkldc2a - https://dly.to/EHhmkOxJbXp - https://www.linkedin.com/feed/update/urn:li:activity:7332827870815219718/ - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/RuiFSP/mlops-zoomcamp-2025/tree/master/03-orchestration learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7337788983231287296/ - https://dly.to/wqpdUOzh5EL - https://x.com/RuiFSPinto/status/1932024570325680340 - https://bsky.app/profile/ruifspinto.bsky.social/post/3lr66v5zj3s2q - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/RuiFSP/mlops-zoomcamp-2025/tree/master/04-deployment learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7340458093425610752/ - https://x.com/RuiFSPinto/status/1934692689036853510 - https://bsky.app/profile/ruifspinto.bsky.social/post/3lrqpdu4ibs2z - https://dly.to/VjBmUXPyIU0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/RuiFSP/mlops-zoomcamp-2025/tree/master/05-monitoring learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7341851004843266050/ - https://x.com/RuiFSPinto/status/1936086175447494862 - https://bsky.app/profile/ruifspinto.bsky.social/post/3ls2eoe365c2y - https://dly.to/fKj13K5x05T - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/RuiFSP/mlops-zoomcamp-2025/tree/master/06-best-practices learning_in_public_links: - https://x.com/RuiFSPinto/status/1939784077953180086 - https://bsky.app/profile/ruifspinto.bsky.social/post/3lstzvaanpc24 - https://dly.to/aI3MSRaNnbc - https://www.linkedin.com/feed/update/urn:li:activity:7345551912567562240/ projects: - project: Attempt 1 project_slug: project1 total_score: 41 project_score: 32 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/RuiFSP/mlops-2025-final_project - position: 19 display_name: Nick Russell total_score: 101 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nickrussell2025/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nickrussell2025/mlops-zoomcamp/tree/main/02-experiment%20tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nickrussell2025/mlops-zoomcamp/blob/main/03-orchestration/homework.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nickrussell2025/mlops-zoomcamp/tree/main/04%20-%20deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nickrussell2025/mlops-zoomcamp/tree/main/05%20-%20monitoring projects: - project: Attempt 2 project_slug: project2 total_score: 31 project_score: 31 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/nickrussell2025/MLOps-churn-prediction - project: Attempt 3 project_slug: project3 total_score: 40 project_score: 31 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/nickrussell2025/MLOps-churn-prediction - position: 20 display_name: Lorenzo total_score: 101 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/lorenzocesconetto/zoomcamp-mlops-2025/blob/master/01-intro/homework.ipynb learning_in_public_links: - https://x.com/l_cesconetto/status/1922406057332126131 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lorenzocesconetto/zoomcamp-mlops-2025/blob/master/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lorenzocesconetto/zoomcamp-mlops-2025/tree/master/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lorenzocesconetto/zoomcamp-mlops-2025/tree/master/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lorenzocesconetto/zoomcamp-mlops-2025/tree/master/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lorenzocesconetto/zoomcamp-mlops-2025/tree/master/06-best-practices projects: - project: Attempt 2 project_slug: project2 total_score: 31 project_score: 31 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/lorenzocesconetto/zoomcamp-mlops-2025-final-project - project: Attempt 3 project_slug: project3 total_score: 34 project_score: 25 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/lorenzocesconetto/zoomcamp-mlops-2025-final-project - position: 21 display_name: phantom total_score: 97 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BalajiMittapalli/mlops-zoomcamp/blob/main/01-intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BalajiMittapalli/mlops-zoomcamp/tree/main/02-experiment-tracking/Homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BalajiMittapalli/mlops-zoomcamp/blob/main/03-orchestation/homework.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BalajiMittapalli/mlops-zoomcamp/blob/main/04-deployment/homework/homework.md - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BalajiMittapalli/mlops-zoomcamp/blob/main/05-monitoring/nyc_taxi_data_monitoing_homework.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 26 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/BalajiMittapalli/modis-landcover-mlops-pipeline - project: Attempt 3 project_slug: project3 total_score: 41 project_score: 31 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/BalajiMittapalli/modis-landcover-mlops-pipeline learning_in_public_links: - https://jeevaawsclodejourney.medium.com/mastering-beginner-stage-of-terraform-67425b3b9ca6 - position: 22 display_name: ileardo total_score: 97 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ileardo/mlops-zoomcamp/blob/cohort-2025/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ileardo/mlops-zoomcamp/blob/cohort-2025/02-experiment-tracking/homework/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ileardo/mlops-zoomcamp/tree/cohort-2025/03-orchestration/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ileardo/mlops-zoomcamp/tree/cohort-2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ileardo/mlops-zoomcamp/blob/cohort-2025/05_monitoring/05_homework.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ileardo/mlops-zoomcamp/tree/cohort-2025/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 23 peer_review_score: 6 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/ileardo/solar-forecasting-mlops - project: Attempt 3 project_slug: project3 total_score: 34 project_score: 25 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/ileardo/solar-forecasting-mlops - position: 23 display_name: Adam H total_score: 97 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Cadarn/mlops-zc25/blob/main/week1/HW1.Trip-Analysis.ipynb learning_in_public_links: - https://bsky.app/profile/astroadamh.bsky.social/post/3lp3k2mzhw22j - https://x.com/astroadamh/status/1922420124268564690?s=61&t=khVGrIh3aK7ULsl20RnDrg - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Cadarn/mlops-zc25/tree/main/week2 learning_in_public_links: - https://bsky.app/profile/astroadamh.bsky.social/post/3lq5wsgv4ws2t - https://x.com/AstroAdamH/status/1927377210177929588 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cadarn/mlops-zc25/tree/main/week3 learning_in_public_links: - https://x.com/AstroAdamH/status/1932210198296346855 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cadarn/mlops-zc25 learning_in_public_links: - https://x.com/AstroAdamH/status/1934740371138838764 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cadarn/mlops-zc25/tree/main/week5/ learning_in_public_links: - https://x.com/AstroAdamH/status/1940910647690383808 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cadarn/mlops-zc25/tree/main/week6 learning_in_public_links: - https://x.com/AstroAdamH/status/1940937513012809846 projects: - project: Attempt 3 project_slug: project3 total_score: 56 project_score: 32 peer_review_score: 9 project_learning_in_public_score: 11 peer_review_learning_in_public_score: 4 project_faq_score: 0 passed: true github_link: https://github.com/Cadarn/mlopszoomcamp-student-grade-prediction/tree/main learning_in_public_links: - https://x.com/AstroAdamH/status/1957554292904132889 - ' https://x.com/AstroAdamH/status/1957849001824305561' - https://x.com/AstroAdamH/status/1957849203817783760 - https://x.com/AstroAdamH/status/1957849306414657768 - https://x.com/AstroAdamH/status/1957849487122092237 - https://x.com/AstroAdamH/status/1957849583960109165 - https://x.com/AstroAdamH/status/1957849701585183212 - https://x.com/AstroAdamH/status/1957849784615584001 - https://x.com/AstroAdamH/status/1957849920670417039 - https://x.com/AstroAdamH/status/1957850042267467999 - https://x.com/AstroAdamH/status/1957850240662282515 - position: 24 display_name: MoShifa total_score: 96 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MuhammadShifa/mlops-zoomcamp2025/blob/main/01-intro/notebook/Homework_week1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/muhammadshifa_mlopszoomcamp-mlops-datatalksclub-activity-7330339612113948673-hnnl?utm_source=share&utm_medium=member_desktop&rcm=ACoAACAophsBB45k7PWRQkLU_vmgh5wgS824pAU - https://x.com/Moshifa12/status/1922602688010661977 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MuhammadShifa/mlops-zoomcamp2025/tree/main/02-experiment-tracking/homework learning_in_public_links: - https://x.com/Moshifa12/status/1927318791907688821 - https://www.linkedin.com/posts/muhammadshifa_mlopszoomcamp-mlops-datatalksclub-activity-7333162695216492545-2IJa?utm_source=share&utm_medium=member_desktop&rcm=ACoAACAophsBB45k7PWRQkLU_vmgh5wgS824pAU - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MuhammadShifa/mlops-zoomcamp2025/tree/main/03-orchestration learning_in_public_links: - https://www.linkedin.com/posts/muhammadshifa_mlopszoomcamp-mlops-datatalksclub-activity-7333930445144764417-K_W1?utm_source=share&utm_medium=member_desktop&rcm=ACoAACAophsBB45k7PWRQkLU_vmgh5wgS824pAU - https://x.com/Moshifa12/status/1928165956552913286 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/MuhammadShifa/mlops-zoomcamp2025/tree/main/05-monitoring/homework learning_in_public_links: - https://www.linkedin.com/posts/muhammadshifa_mlopszoomcamp-mlops-monitoring-activity-7345419870395617280-iVf7?utm_source=share&utm_medium=member_desktop&rcm=ACoAACAophsBB45k7PWRQkLU_vmgh5wgS824pAU - https://x.com/Moshifa12/status/1939674817130578263 - https://x.com/Moshifa12/status/1939675054423376291 - https://x.com/Moshifa12/status/1939675223076544886 - https://x.com/Moshifa12/status/1939675374377373906 - https://x.com/Moshifa12/status/1939675529923248472 - https://x.com/Moshifa12/status/1939678643287998569 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/MuhammadShifa/mlops-zoomcamp2025/tree/main/06-best-practices/code/homework learning_in_public_links: - https://x.com/Moshifa12/status/1944109807264288888 - https://x.com/Moshifa12/status/1944110249881006103 - https://x.com/Moshifa12/status/1944110678379290644 - https://x.com/Moshifa12/status/1944110797829157165 projects: - project: Attempt 2 project_slug: project2 total_score: 51 project_score: 33 peer_review_score: 9 project_learning_in_public_score: 6 peer_review_learning_in_public_score: 3 project_faq_score: 0 passed: true github_link: https://github.com/MuhammadShifa/store-sales-forecasting-mlops.git learning_in_public_links: - https://www.linkedin.com/posts/muhammadshifa_mlopszoomcamp-mlops-datatalksclub-activity-7357344748665290752-8fd_?utm_source=share&utm_medium=member_desktop&rcm=ACoAACAophsBB45k7PWRQkLU_vmgh5wgS824pAU - https://x.com/Moshifa12/status/1952074173917827262 - https://x.com/Moshifa12/status/1952074842695512182 - https://x.com/Moshifa12/status/1952075602330288153 - https://x.com/Moshifa12/status/1952075993021350065 - https://x.com/Moshifa12/status/1952077819716235335 - position: 25 display_name: Mohamed Cherif total_score: 96 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mcherif/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/mcherif/mlops-zoomcamp/tree/main/02-experiment-tracking faq_contribution: "Homework 2 , I am getting conflicts on server ports and cannot\ \ establish a connection to the MLflow server, why?\r\nYour port (5000) may\ \ be in use by some other process ID, run ‘lsoft -i :5000’ to find out and either\ \ kill the process or explicitly route to a different port (than the default)\ \ with ‘mlflow ui --backend-store-uri sqlite:///mlflow.db --port 5001’" - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/mcherif/mlops-zoomcamp-main/blob/main/03-orchestration/code/duration-prediction.py faq_contribution: https://github.com/DataTalksClub/mlops-zoomcamp/pull/379 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/mcherif/mlops-zoomcamp-main/tree/main/cohorts/2025/04-deployment/homework learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:ugcPost:7338587988005744643?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7338587988005744643%2C7340407888353333248%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287340407888353333248%2Curn%3Ali%3AugcPost%3A7338587988005744643%29 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/mcherif/mlops-zoomcamp-main/tree/main/cohorts/2025/05-monitoring faq_contribution: Evidently import Error https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.4d6h0ie05d8b - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mcherif/mlops-zoomcamp-main/tree/main/cohorts/2025/06-best-practices/homework projects: - project: Attempt 1 project_slug: project1 total_score: 28 project_score: 18 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/mcherif/plant-disease-mlops learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7351005437179113472/ - project: Attempt 3 project_slug: project3 total_score: 29 project_score: 19 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/mcherif/plant-disease-mlops learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7361901808241246208/ - position: 26 display_name: Jayadeep total_score: 94 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jayadeep19/MLOps/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Jayadeep19/MLOps/tree/main/02-experiment_tracking learning_in_public_links: - https://mlflow.org/docs/latest/tracking/autolog - https://medium.com/sfu-cspmp/mlflow-a-modern-mlops-tool-for-data-project-collaboration-704ca299d9c3 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Jayadeep19/MLOps/tree/main/03-orchestration learning_in_public_links: - https://mlflow.org/docs/latest/api_reference/python_api/mlflow.sklearn.html?highlight=log_model#mlflow.sklearn.log_model - https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2023/03-orchestration/prefect/README.md - https://mlflow.org/docs/latest/api_reference/python_api/mlflow.artifacts.html - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 9 questions_score: 5 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Jayadeep19/MLOps/tree/main/04-deployment learning_in_public_links: - https://betterstack.com/community/questions/how-to-view-contents-of-docker-images/ - https://docs.docker.com/reference/cli/docker/image/pull/ - https://stackoverflow.com/questions/48256391/how-to-remove-a-virtualenv-created-by-pipenv-run - https://pynative.com/python-get-file-size/#:~:text=Use%20os.path.getsize(),this%20function%20as%20an%20argument. - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 5 questions_score: 2 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Jayadeep19/MLOps/tree/main/05-monitoring learning_in_public_links: - https://docs-old.evidentlyai.com/v0.1.57/install-evidently#mac-os-and-linux - https://neptune.ai/blog/saving-trained-model-in-python#:~:text=Also%2C%20the%20dump()%20method,to%20load%20the%20saved%20model. - https://docs.evidentlyai.com/metrics/customize_metric projects: - project: Attempt 1 project_slug: project1 total_score: 22 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Jayadeep19/powerplant_output_prediction# learning_in_public_links: - https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.loc.html - https://docs-3.prefect.io/v3/how-to-guides/configuration/manage-settings - https://mlflow.org/docs/latest/ml/model/ - https://www.markdownguide.org/basic-syntax/ - project: Attempt 3 project_slug: project3 total_score: 38 project_score: 26 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/Jayadeep19/Mlops_final_project learning_in_public_links: - https://docs.docker.com/get-started/introduction/get-docker-desktop/ - https://docs.prefect.io/v3/concepts/work-pools - https://stackoverflow.com/questions/47344571/how-to-draw-checkbox-or-tick-mark-in-github-markdown-table - position: 27 display_name: Adoring Grothendieck total_score: 91 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/MLOPS/blob/529a9f8ee333e02367217079b539bf0f7bae1e2d/S01.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1925006643705602549 - https://x.com/AHAD27952483/status/1925006608439889940 - https://x.com/AHAD27952483/status/1925006590421114941 - https://x.com/AHAD27952483/status/1925006571106443277 - https://x.com/AHAD27952483/status/1925006552244658648 - https://x.com/AHAD27952483/status/1925006525182996699 - https://x.com/AHAD27952483/status/1925006177219260899 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 11 questions_score: 4 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/MLOPS/blob/821d5e4612f51ff7ac8cf4422ef60ff20eb69130/S02.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1927788321914208312 - https://x.com/AHAD27952483/status/1927788304654565469 - https://x.com/AHAD27952483/status/1927788286015103332 - https://x.com/AHAD27952483/status/1927788269812453786 - https://x.com/AHAD27952483/status/1927788250279579770 - https://x.com/AHAD27952483/status/1927788233632383320 - https://x.com/AHAD27952483/status/1927788210693779471 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/MLOPS/blob/d885aad87569c24b85574cfb48d0ffce2dd2e457/S03 learning_in_public_links: - https://x.com/AHAD27952483/status/1932635535174217773 - https://x.com/AHAD27952483/status/1932635512373985476 - https://x.com/AHAD27952483/status/1932635491536396786 - https://x.com/AHAD27952483/status/1932635477703864538 - https://x.com/AHAD27952483/status/1932635432941998498 - https://x.com/AHAD27952483/status/1932635412234678289 - https://x.com/AHAD27952483/status/1932635387865800776 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 11 questions_score: 4 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/MLOPS/blob/c0e557931ef82f20e2c3279da17bd4a8688ca6f2/S04 learning_in_public_links: - https://x.com/AHAD27952483/status/1935172711564652900 - https://x.com/AHAD27952483/status/1935172687183138824 - https://x.com/AHAD27952483/status/1935172662717735409 - https://x.com/AHAD27952483/status/1935172638340694361 - https://x.com/AHAD27952483/status/1935172612155400203 - https://x.com/AHAD27952483/status/1935172574113046603 - https://x.com/AHAD27952483/status/1935172548536205673 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 9 questions_score: 2 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/AFARNOOD/MLOPS/blob/5484d5b159e4241c6840c928a942ea6aab0973c4/S05.ipynb learning_in_public_links: - https://x.com/AHAD27952483/status/1939013569460265156 - https://x.com/AHAD27952483/status/1939013548845269308 - https://x.com/AHAD27952483/status/1939013526015652067 - https://x.com/AHAD27952483/status/1939013498106720408 - https://x.com/AHAD27952483/status/1939013473448665460 - https://x.com/AHAD27952483/status/1939013447515283959 - https://x.com/AHAD27952483/status/1939013423834247365 projects: - project: Attempt 2 project_slug: project2 total_score: 37 project_score: 14 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/SmartMobility-Engine learning_in_public_links: - https://x.com/AHAD27952483/status/1949882234300727467 - https://x.com/AHAD27952483/status/1949882212280582533 - https://x.com/AHAD27952483/status/1949882190931640480 - https://x.com/AHAD27952483/status/1949882171679981866 - https://x.com/AHAD27952483/status/1949882147663466536 - https://x.com/AHAD27952483/status/1949882118932472232 - https://x.com/AHAD27952483/status/1949882099919622364 - https://x.com/AHAD27952483/status/1949882072954249416 - https://x.com/AHAD27952483/status/1949882044978516217 - https://x.com/AHAD27952483/status/1949882011252117811 - https://x.com/AHAD27952483/status/1949881988472852656 - https://x.com/AHAD27952483/status/1949881947846549733 - https://x.com/AHAD27952483/status/1949881908416172493 - https://x.com/AHAD27952483/status/1949881855324656071 - position: 28 display_name: Pensive Stonebraker total_score: 90 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/01-intro/duration-prediction.ipynb faq_contribution: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/01-intro/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_github-datatalksclubmlops-zoomcamp-free-activity-7327122343477100544-ONUB?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/course-mlops-zoomcamp/tree/main/02-experiment-tracking faq_contribution: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/02-experiment-tracking/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_github-datatalksclubmlops-zoomcamp-free-activity-7331485857159274496-DhZl?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/course-mlops-zoomcamp/tree/main/03-orchestration faq_contribution: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/03-orchestration/README.MD learning_in_public_links: - https://www.linkedin.com/posts/niting123_mlops-zoomcamp-datatalksclub-activity-7334334358469726209-vUxn?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/course-mlops-zoomcamp/tree/main/04-deployment faq_contribution: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/04-deployment/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_mlops-mlopszoomcamp-machinelearning-activity-7339692471813111808-eG3P?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/course-mlops-zoomcamp/tree/main/05-monitoring faq_contribution: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/05-monitoring/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_mlops-machinelearning-datascience-activity-7342238216571281410-z16t?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/course-mlops-zoomcamp/tree/main/06-best-practices faq_contribution: https://github.com/niting9881/course-mlops-zoomcamp/blob/main/06-best-practices/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_mlopszoomcamp-mlops-machinelearning-activity-7344762641321500674-xtDb?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo projects: - project: Attempt 2 project_slug: project2 total_score: 43 project_score: 26 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/niting9881/mlops-zoomcamp-project faq_contribution: https://github.com/niting9881/mlops-zoomcamp-project/blob/main/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_mlops-machinelearning-dataengineering-activity-7355010675896655873-D4-C?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - position: 29 display_name: Silly Black total_score: 88 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/bizzaccelerator/mlops-hw2025.git learning_in_public_links: - https://x.com/JobertGutierrez/status/1884010793756483873?t=6TXKDkwGun2zqUQ-XPcyWA&s=19 - https://x.com/JobertGutierrez/status/1924683311550550164?t=gGDVYKbn3aru0z4MRxDV8A&s=19 - https://x.com/JobertGutierrez/status/1924684962248171806?t=0Q6SsTwVcCk0NpfER8R1TA&s=19 - https://x.com/JobertGutierrez/status/1924687042606166072?t=A6hwRww5GClzyY9u3zS0LQ&s=19 - https://x.com/JobertGutierrez/status/1924688999412564172?t=C_9bwrQ4t8kVPgGm_XYSbA&s=19 - https://x.com/JobertGutierrez/status/1924790882777096648?t=8GIa8IXaFmiKY7b8ijDFow&s=19 - https://x.com/JobertGutierrez/status/1924791756786217134?t=5udoc8iOSlrpf9VKKnlcTg&s=19 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 11 questions_score: 4 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/bizzaccelerator/mlops-hw2025.git learning_in_public_links: - https://x.com/JobertGutierrez/status/1884010793756483873?t=6TXKDkwGun2zqUQ-XPcyWA&s=19 - https://x.com/JobertGutierrez/status/1927570580607250681?t=bHCvOfliTY0sy6ZIsm0MRg&s=19 - https://x.com/JobertGutierrez/status/1927573154576150695?t=YuoV6kzYNHDaEG6S88XE9g&s=19 - https://x.com/JobertGutierrez/status/1927574329044406570?t=XWw8SltakqZWZHau7moxeA&s=19 - https://x.com/JobertGutierrez/status/1927576886307070026?t=-k1B5QrMc8SqqZtvA2Vp6Q&s=19 - https://x.com/JobertGutierrez/status/1927699580038095268?t=QzSvImaX6YzcjHeLxmfHlA&s=19 - https://x.com/JobertGutierrez/status/1927577108651598008?t=kEs33qDuOBbMNpAzzNd4BA&s=19 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/bizzaccelerator/mlops-hw2025.git learning_in_public_links: - https://x.com/JobertGutierrez/status/1887352894321537276?t=DCjUpO8kb30GijP5fxdeBQ&s=19 - https://x.com/JobertGutierrez/status/1884010793756483873?t=6TXKDkwGun2zqUQ-XPcyWA&s=19 - https://x.com/JobertGutierrez/status/1887183169826312470?t=BDn1X2jLCiKqMIjmoS2Y6g&s=19 - https://x.com/JobertGutierrez/status/1884266485549523258?t=0VK4xuMOzvlO2s7xlYL2YA&s=19 - https://x.com/JobertGutierrez/status/1884262532879380575?t=UqKZ_bFuBXT6XAn6MNHsFQ&s=19 - https://x.com/JobertGutierrez/status/1884255947100754320?t=riw57NPazvXysxkT1GwwBw&s=19 - https://x.com/JobertGutierrez/status/1884014988282728470?t=XLSAR1a4ajqaiMB7px29mA&s=19 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/bizzaccelerator/mlops-hw2025.git learning_in_public_links: - https://x.com/JobertGutierrez/status/1934659602131378189 - https://x.com/JobertGutierrez/status/1934661631587336322 - https://x.com/JobertGutierrez/status/1934662205225513351 - https://x.com/JobertGutierrez/status/1934668568433742026 - https://x.com/JobertGutierrez/status/1934669883511378229 - https://x.com/JobertGutierrez/status/1934671672889725358 - https://x.com/JobertGutierrez/status/1934672461641220134 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/bizzaccelerator/mlops-hw2025.git learning_in_public_links: - https://x.com/JobertGutierrez/status/1937974191136944355 - https://x.com/JobertGutierrez/status/1937977925220848007 - https://x.com/JobertGutierrez/status/1937978492647280844 - https://x.com/JobertGutierrez/status/1937982152492380259 - https://x.com/JobertGutierrez/status/1937983893178851463 - https://x.com/JobertGutierrez/status/1937984536274747875 - https://x.com/JobertGutierrez/status/1937986559162138790 projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 6 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bizzaccelerator/corn-yield-prediction.git learning_in_public_links: - https://x.com/JobertGutierrez/status/1952478445541228670?t=vuOJI6c_Bf7Q7rrrV-E_ow&s=19 - https://x.com/JobertGutierrez/status/195247868https://x.com/JobertGutierrez/status/1952478681303282108?t=RlVv83ZzoBPTbPNOgZyTQQ&s=19 - https://x.com/JobertGutierrez/status/1952478911293477288?t=Rr8aXYVdjp9PG_yqLwGCew&s=19 - https://x.com/JobertGutierrez/status/1952479091707551764?t=_bfjsCNR42f8r6nTg45bMQ&s=19 - https://x.com/JobertGutierrez/status/1952479254865711574?t=0N-O8hZNEwAZ2NiMnEyVlg&s=19 - https://x.com/JobertGutierrez/status/1952479421534982373?t=XSpBk79LaxXlkWz7GWiS-A&s=19 - position: 30 display_name: Pedro Leitão total_score: 88 projects: - project: Attempt 1 project_slug: project1 total_score: 29 project_score: 20 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/oleitao/mlops-project-zoomcamp - project: Attempt 2 project_slug: project2 total_score: 22 project_score: 22 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/oleitao/mlops-project-zoomcamp - project: Attempt 3 project_slug: project3 total_score: 37 project_score: 28 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/oleitao/mlops-project-zoomcamp - position: 31 display_name: Mona Hamid total_score: 88 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/MonaHamid/mlops-zoomcamp-homework/blob/main/homework1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_mlopszoomcamp-datatalksclub-machinelearning-activity-7327628990507032578-99qx?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/MonaHamid/mlops-zoomcamp-homework learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_mlops-machinelearning-mlflow-activity-7330517383977009152-QNrW?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MonaHamid/mlops-zoomcamp-homework/blob/main/03-mage-workflow/homework3.md learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_mlops-machinelearning-mageai-activity-7337437713861681154-luNT?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - https://medium.com/@fareedahab/from-raw-taxi-trips-to-registered-models-my-week-3-mlops-journey-with-mage-and-mlflow-96625920fbe5 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/MonaHamid/mlops-zoomcamp-homework/blob/main/04-deployment/homework4.ipynb learning_in_public_links: - https://huggingface.co/spaces/MonaHamid/mlops-batch-inference - https://www.linkedin.com/posts/fareedahamid_mlops-machinelearning-prefect-activity-7339683903206539264-4dVU?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - https://app.prefect.cloud/account/90dedf27-22a6-464c-996e-9f25cc803a20/workspace/e9132da7-d9b8-4e1b-a050-85257bbd89ad/runs/flow-run/0684d9a9-373a-7c77-8000-3b0169f0ffa1?entity_id=0684d9a9-373a-7c77-8000-3b0169f0ffa1&state=failed - https://medium.com/@fareedahab/from-local-script-to-cloud-orchestration-my-mlops-zoomcamp-journey-with-prefect-and-hugging-face-02dc9af72e35 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/MonaHamid/mlops-zoomcamp-homework/blob/main/05-monitoring/homework_module5_monitoring.md learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_mlops-datascience-machinelearning-activity-7342929439594332161-DuNP?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - https://medium.com/@fareedahab/building-a-production-ready-mlops-monitoring-architecture-from-drift-detection-to-automated-alerts-cd8d48c4c79d - https://mlops1.hashnode.dev/mlops-monitoring-architecture-keeping-your-models-healthy-in-production - https://dev.to/mona_hamid/-building-an-mlops-monitoring-architecture-that-actually-works-4j0f - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/MonaHamid/mlops-zoomcamp-homework/blob/main/06-best-practices/Homework.md learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_mlopszoomcamp-mlops-machinelearning-activity-7344701453107675137-GM--?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFBIfT0BJ7aI2A8Gm4qvBOey5zBvwjhTLNY - https://x.com/hamid_mona45212/status/1938937599571452095 - https://x.com/hamid_mona45212/status/1938937780870197575 - https://x.com/hamid_mona45212/status/1938937903071273379 - https://medium.com/@fareedahab/transforming-notebook-prototypes-into-production-ml-code-3c11dc7902b7 - https://mlops1.hashnode.dev/mlops-best-practices-testing-machine-learning-pipelines projects: - project: Attempt 2 project_slug: project2 total_score: 34 project_score: 25 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/MonaHamid/Toxic-Comment-Classifier-MLOps-Project-/tree/main - position: 32 display_name: Beautiful Euler total_score: 87 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/dmitrievdeveloper/mlops-zoomcamp/tree/main/my_week_1 learning_in_public_links: - https://x.com/igorka5/status/1924599418998620554?t=z8mxk1SvIbMPyL_bS8QEjA&s=35 - https://x.com/igorka5/status/1924599689606803794?t=0HK21vZDxKo3NPh_K31iXA&s=19 - https://x.com/igorka5/status/1924599971434684667?t=S35N3li9c0q7wsj7flyexQ&s=19 - https://x.com/igorka5/status/1924600078825595389?t=dAdmdM3A50Rhyhqj-2Zhog&s=19 - https://x.com/igorka5/status/1924600212904915188?t=qhCqha0QZKa99rg8X1vOPg&s=19 - https://x.com/igorka5/status/1924600334539706641?t=MSjmjCKoRt96LNEEl2SYbA&s=19 - https://x.com/igorka5/status/1924600442400432522?t=Jwny6xpkStW3DxQsaPainw&s=19 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/dmitrievdeveloper/mlops-zoomcamp/tree/main/my_week_2 learning_in_public_links: - https://x.com/igorka5/status/1926992428478709866?t=3mDDWbAG-SeHoZzfVSNPoQ&s=35 - https://x.com/igorka5/status/1926992022788874543?t=aJnkcsJZNuIZnDKG0HUjxQ&s=35 - https://x.com/igorka5/status/1926992731882062060?t=oi56HJXWcBN9BpQAzBIaMQ&s=35 - https://x.com/igorka5/status/1926992904683229233?t=5X5OSmxTVbvMTwndv1ZxqQ&s=35 - https://x.com/igorka5/status/1926993064058306636?t=MgwMCIzIujMxvFXyvMIeKg&s=35 - https://x.com/igorka5/status/1926993289103790168?t=qmb4BqfT7lsKQkXgcDr02g&s=35 - https://x.com/igorka5/status/1926993516216910125?t=cN-mngQRPYxyZqoe9HWALA&s=35 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/dmitrievdeveloper/mlops-zoomcamp/tree/main/my_week_3 learning_in_public_links: - https://x.com/igorka5/status/1932163205306147037?t=ZoPs0u_9q0Nq9OkpTlQL1w&s=35 - https://x.com/igorka5/status/1932163484952952982?t=oetMLE5bZcnOJ9PD3M0buQ&s=35 - https://x.com/igorka5/status/1932163654658511074?t=P7kj-UXoxS_HX-4PF7LfqQ&s=35 - https://x.com/igorka5/status/1932163801337729509?t=dod1AeqL_GSwcONg87Ptrw&s=35 - https://x.com/igorka5/status/1932164029050769482?t=vke7O4ze0LR-LPjg5QgkLw&s=35 - https://x.com/igorka5/status/1932164223448354847?t=9vLvetJisYb9pMWzAzW2iA&s=35 - https://x.com/igorka5/status/1932164373151138198?t=1SCd46fLFZkb-gVVOd9AlA&s=35 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/dmitrievdeveloper/mlops-zoomcamp/tree/main/my_week_4 learning_in_public_links: - https://x.com/igorka5/status/1934556639417278517?t=OanP5fbCOfRB15x0bNDlHg&s=35 - https://x.com/igorka5/status/1934556514011734030?t=oChoiIxUI7PdRmNw9UfBHg&s=35 - https://x.com/igorka5/status/1934556364233195790?t=HGrFbVd6X9bR5SMPmFeNiw&s=35 - https://x.com/igorka5/status/1934556224055640498?t=LS7O6Thi6QQwyxeW5_zZyQ&s=35 - https://x.com/igorka5/status/1934556029125292457?t=5eflQtn9D6Iya2KsH-bPuw&s=35 - https://x.com/igorka5/status/1934555886887821545?t=HLs-XCKlt0bxPjKevi_saw&s=35 - https://x.com/igorka5/status/1934555671057347033?t=5-a7zgbZkLmPEL6cZqanWQ&s=35 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmitrievdeveloper/mlops-zoomcamp/tree/main/my_week_5 projects: - project: Attempt 2 project_slug: project2 total_score: 30 project_score: 21 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/dmitrievdeveloper/mlops_project-california-housing - position: 33 display_name: Ekapol Wongs total_score: 82 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coo1y/mlops-zoomcamp-datatalks/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_mlops-mlopszoomcamp-datatalksclub-activity-7325953592031358976-NhTT/?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coo1y/mlops-zoomcamp-datatalks/blob/main/02-experiment-tracking/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_mlops-mlopszoomcamp-datatalksclub-activity-7331046962026184706-8qlh?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coo1y/mlops-zoomcamp-datatalks/blob/main/03-orchestration/homework.py learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_mlops-mlopszoomcamp-datatalksclub-activity-7333212439448010752-bCuV?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coo1y/mlops-zoomcamp-datatalks/blob/main/04-deployment/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_mlopszoomcamp-mlops-mlopszoomcamp-activity-7339006520812048384-Oelb?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coo1y/mlops-zoomcamp-datatalks/tree/main/05-monitoring learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_mlopszoomcamp-mlopszoomcamp-datatalksclub-activity-7342584188790849536-FpZu?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coo1y/mlops-zoomcamp-datatalks/tree/main/06-best-practices learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_mlopszoomcamp-mlops-machinelearning-activity-7343702130085478400-Y5nv?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 projects: - project: Attempt 2 project_slug: project2 total_score: 41 project_score: 28 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 3 project_faq_score: 0 passed: true github_link: https://github.com/coo1y/mlops_condo_rent_price_prediction learning_in_public_links: - https://www.linkedin.com/posts/ekapol-wong_github-coo1ymlopscondorentpriceprediction-activity-7354893330427596800-KSWE?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcLs_MBKMnrKmj1M0csuUuxgU1fiIQg9K0 - position: 34 display_name: Jolly Fermi total_score: 81 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/olufemig/mlzoomcamp learning_in_public_links: - https://x.com/georgefemi/status/1924881491495993750 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 11 questions_score: 5 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/olufemig/mlzoomcamp/blob/main/homework2.ipynb learning_in_public_links: - https://x.com/georgefemi/status/1927415923855556875 - https://x.com/georgefemi/status/1927416273115234785 - https://x.com/georgefemi/status/1927416901187018838 - https://x.com/georgefemi/status/1927417129634013571 - https://x.com/georgefemi/status/1927417529204375873 - https://x.com/georgefemi/status/1927417822059401506 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/olufemig/mlzoomcamp/blob/main/homework-03-orchestration.py learning_in_public_links: - https://x.com/georgefemi/status/1932500333948739654 - https://x.com/georgefemi/status/1932500154235650531 - https://x.com/georgefemi/status/1932499966804832282 - https://x.com/georgefemi/status/1932499829575303448 - https://x.com/georgefemi/status/1932499703926608300 - https://x.com/georgefemi/status/1932499610494259524 - https://x.com/georgefemi/status/1932499423168237597 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 11 questions_score: 6 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/olufemig/mlzoomcamp/blob/main/hw4/starter.ipynb learning_in_public_links: - https://x.com/georgefemi/status/1935659692346470550 - https://x.com/georgefemi/status/1935659574570233945 - https://x.com/georgefemi/status/1935659488855380018 - https://x.com/georgefemi/status/1935659383964291282 - https://x.com/georgefemi/status/1935659307875389607 projects: - project: Attempt 1 project_slug: project1 total_score: 39 project_score: 24 peer_review_score: 9 project_learning_in_public_score: 6 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/olufemig/mlops-project learning_in_public_links: - https://x.com/georgefemi/status/1945088982506676307 - https://x.com/georgefemi/status/1945088896955453780 - https://x.com/georgefemi/status/1945088826369577200 - https://x.com/georgefemi/status/1945088683654168792 - https://x.com/georgefemi/status/1945088505421418782 - https://x.com/georgefemi/status/1945088342032335118 - position: 35 display_name: Rajat Gupta total_score: 80 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rajat116/mlops-zoomcamp/blob/main/01-intro/Module1_Hw.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rajat116/mlops-zoomcamp/tree/main/02_exptracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajat116/mlops-zoomcamp/tree/main/03_orchestration/homework faq_contribution: NIL learning_in_public_links: - https://www.linkedin.com/posts/dr-rajat-gupta-a4a77391_mlopszoomcamp-mlops-machinelearning-activity-7337495151491039233-D5tH?utm_source=share&utm_medium=member_desktop&rcm=ACoAABODNRoB4c00GEC1-zqXXi9AFlvpBG2chBE - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajat116/mlops-zoomcamp/tree/main/04_deployment learning_in_public_links: - https://www.linkedin.com/posts/dr-rajat-gupta-a4a77391_mlops-zoomcamp-module-4-deployment-activity-7340380771469148160-8yUm?utm_source=share&utm_medium=member_desktop&rcm=ACoAABODNRoB4c00GEC1-zqXXi9AFlvpBG2chBE - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajat116/mlops-zoomcamp/blob/main/05_monitoring/taxi_monitoring/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/dr-rajat-gupta-a4a77391_mlops-mlmonitoring-evidently-activity-7342603537438167041-sPZN?utm_source=share&utm_medium=member_desktop&rcm=ACoAABODNRoB4c00GEC1-zqXXi9AFlvpBG2chBE - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rajat116/mlops-zoomcamp/tree/main/06_best-practices learning_in_public_links: - https://www.linkedin.com/posts/dr-rajat-gupta-a4a77391_mlops-ciabrcd-machinelearning-activity-7345586340463263744-vQF9?utm_source=share&utm_medium=member_desktop&rcm=ACoAABODNRoB4c00GEC1-zqXXi9AFlvpBG2chBE projects: - project: Attempt 1 project_slug: project1 total_score: 41 project_score: 31 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/rajat116/github-anomaly-project/ learning_in_public_links: - https://www.linkedin.com/posts/dr-rajat-gupta-a4a77391_github-rajat116github-anomaly-project-activity-7347331953974484992-sulA?utm_source=share&utm_medium=member_desktop&rcm=ACoAABODNRoB4c00GEC1-zqXXi9AFlvpBG2chBE - position: 36 display_name: Wizardly Goldberg total_score: 80 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sndryn/mlops-zoomcamp/blob/main/01-intro/homework/homework.ipynb learning_in_public_links: - https://github.com/sndryn/mlops-zoomcamp/blob/main/01-intro/notes/note.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/sndryn/mlops-zoomcamp/tree/main/02-experiment-tracking/homework faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.usn941cp693s learning_in_public_links: - https://github.com/sndryn/mlops-zoomcamp/tree/main/02-experiment-tracking/lesson - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/sndryn/mlops-zoomcamp/tree/main/03-orchestration/homework faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.9bfwvbfbdipu learning_in_public_links: - https://github.com/sndryn/mlops-zoomcamp/blob/main/03-orchestration/lesson/note.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sndryn/mlops-zoomcamp/tree/main/04-deployment/homework learning_in_public_links: - https://github.com/sndryn/mlops-zoomcamp/tree/main/04-deployment/lesson - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sndryn/mlops-zoomcamp/blob/main/05-monitoring/lesson/taxi_monitoring/homework.ipynb learning_in_public_links: - https://github.com/sndryn/mlops-zoomcamp/tree/main/05-monitoring/lesson - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sndryn/mlops-zoomcamp/tree/main/06-best-practices/homework learning_in_public_links: - https://github.com/sndryn/mlops-zoomcamp/tree/main/06-best-practices/lesson projects: - project: Attempt 2 project_slug: project2 total_score: 39 project_score: 30 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/sndryn/weather-forecast-mlops - position: 37 display_name: Mykhailo Levytskyi total_score: 80 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/activity-7327616362388836352-LRss?utm_source=share&utm_medium=member_desktop&rcm=ACoAADI041kB4O9fQdDbux3B7TleWYas3iYplmU - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/m-levytskyi/mlops-zoomcamp/blob/main/cohorts/2025/02-experiment-tracking/homework_solution.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7331615414830940160-w6SR?utm_source=share&utm_medium=member_desktop&rcm=ACoAADI041kB4O9fQdDbux3B7TleWYas3iYplmU - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/m-levytskyi/mlops-zoomcamp/tree/main/cohorts/2025/03-orchestration learning_in_public_links: - https://www.linkedin.com/posts/activity-7334223960051531776-q0bv?utm_source=share&utm_medium=member_desktop&rcm=ACoAADI041kB4O9fQdDbux3B7TleWYas3iYplmU - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/m-levytskyi/mlops-zoomcamp/tree/main/cohorts/2025/04-deployment/homework learning_in_public_links: - https://www.linkedin.com/posts/activity-7340297886053687296-uOAo?utm_source=share&utm_medium=member_desktop&rcm=ACoAADI041kB4O9fQdDbux3B7TleWYas3iYplmU - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/m-levytskyi/mlops-zoomcamp/commit/0ff5f7cf1c103328c6765e82131e5e98f557cacf learning_in_public_links: - https://www.linkedin.com/posts/activity-7345392196906278913-B75j?utm_source=share&utm_medium=member_desktop&rcm=ACoAADI041kB4O9fQdDbux3B7TleWYas3iYplmU projects: - project: Attempt 2 project_slug: project2 total_score: 40 project_score: 31 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/m-levytskyi/co2-emission-forecast - position: 38 display_name: Anna Ganisheva total_score: 78 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnnaGanisheva/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnnaGanisheva/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnnaGanisheva/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnnaGanisheva/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnnaGanisheva/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnnaGanisheva/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 42 project_score: 33 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/AnnaGanisheva/churn-prediction - position: 39 display_name: Gleb total_score: 78 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/i-azztec/mlops-zoomcamp-homework/blob/main/01-intro/homework-1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/i-azztec/mlops-zoomcamp-homework/blob/main/02-experiment-tracking/homework-2.ipynb faq_contribution: "MLflow writes emoji to the console. And the console built into\ \ Jupyter Notebook cannot display them, it returns an error.\r\n\r\n```\r\n\ job exception: 'charmap' codec can't encode character '\\U0001f3c3' in position\ \ 0: character maps to \r\n```\r\n\r\nTo avoid this error, you can\ \ execute the command in Jupyter Notebook\r\n\r\n```\r\nimport os\r\nos.environ['PYTHONIOENCODING']\ \ = 'utf-8'\r\n```" - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/i-azztec/mlops-zoomcamp-homework/blob/main/03-orchestration/homework-3.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/i-azztec/mlops-zoomcamp-homework/blob/main/04-deployment/homework-4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/i-azztec/mlops-zoomcamp-homework/blob/main/05-monitoring/homework-5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/i-azztec/mlops-zoomcamp-homework/blob/main/06-best-practices/homework-6.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 41 project_score: 32 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/i-azztec/mlops-volatility-news-predictor/ - position: 40 display_name: Olatunji Damilare Emmanuel total_score: 76 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DAMILARE1012/MLOps_DataClub/blob/main/01-intro/Assignment_Prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DAMILARE1012/MLOps_DataClub/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DAMILARE1012/MLOps_DataClub/blob/main/03-orchestration/homework/home_work_notebook.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DAMILARE1012/MLOps_DataClub/tree/main/04-deployment/Homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DAMILARE1012/MLOps_DataClub/blob/main/05-monitoring/taxi_monitoring/baseline_model_nyc_taxi_data.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DAMILARE1012/MLOps_DataClub/tree/main/06-Homework projects: - project: Attempt 1 project_slug: project1 total_score: 42 project_score: 32 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/DAMILARE1012/MLOps---Real-Time-Blockchain-Data-Show.git faq_contribution: Olatunji Damilare Emmanuel - position: 41 display_name: Siddharth total_score: 76 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/MLOps-ZoomCamp/blob/main/Week%20-%201/Homework%201.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/MLOps-ZoomCamp/blob/main/Week%20-%202/Homework/Homework%20-%202.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/MLOps-ZoomCamp/blob/main/Week%20-%203/Homework/Homework%20-%203.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/MLOps-ZoomCamp/blob/main/Week%20-%204/Homework/starter.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/MLOps-ZoomCamp/blob/main/Week%20-%205/taxi_monitoring/Homework-5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/MLOps-ZoomCamp/blob/main/Week%20-%206/homework/Homework%20-%206.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 41 project_score: 32 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/siddharthps/airwatch-mlops - position: 42 display_name: Youthful Sanderson total_score: 76 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chrmorod/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chrmorod/mlops-zoomcamp/blob/main/02-experiment-tracking/homework/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chrmorod/mlops-zoomcamp/blob/main/03-orchestration/homework/homework.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chrmorod/mlops-zoomcamp/blob/main/04-deployment/homework/homework.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chrmorod/mlops-zoomcamp/blob/main/05-monitoring/baseline_model_nyc_taxi_data.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chrmorod/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 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/Chrmorod/mlops-zoomcamp/tree/main/07-final-project - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 20 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/Chrmorod/Project_Final_Stock_Prices_Prediction - position: 43 display_name: Bee total_score: 75 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/bhavaniravi/mlops-zoomcamp-2025/blob/main/homework-week1.ipynb learning_in_public_links: - https://x.com/BhavaniRavi_/status/1922946846080573826 - https://www.linkedin.com/posts/bhavanicodes_mlops-zoomcamp-15-mlops-maturity-model-activity-7328712649372852224-7dpP?utm_source=share&utm_medium=member_desktop&rcm=ACoAABS7PZUBLe47dqkWXmr94TCOYs1NI2aNwwQ - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/mlops-zoomcamp-2025/blob/main/homework-week2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/bhavaniravi/mlops-zoomcamp-2025/blob/main/week3/duration_prediction.py learning_in_public_links: - https://x.com/BhavaniRavi_/status/1927478138491015581 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/mlops-zoomcamp-2025/blob/main/homework-week4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/mlops-zoomcamp-2025/tree/main/week5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/mlops-zoomcamp-2025/tree/main/week6-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 37 project_score: 28 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/bhavaniravi/emoji-suggester-mlops-zoomcamp-2025 - position: 44 display_name: Judit total_score: 75 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juditkisistok/mlops-zoomcamp/blob/main/01-intro/homework-01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juditkisistok/mlops-zoomcamp/blob/main/02-experiment-tracking/homework-02.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juditkisistok/mlops-zoomcamp/blob/main/03-orchestration/homework-03.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juditkisistok/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juditkisistok/mlops-zoomcamp/blob/main/05-monitoring/homework.py - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/juditkisistok/mlops-zoomcamp/tree/main/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 42 project_score: 33 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/juditkisistok/eurovision-vote-predictor - position: 45 display_name: Onur Kerimoglu total_score: 75 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OnurKerimoglu/nytaxi_mlops/blob/main/01-intro/01_Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OnurKerimoglu/nytaxi_mlops/blob/main/02-experiment-tracking/02_Homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OnurKerimoglu/nytaxi_mlops/blob/main/03-orchestration/03_Homework.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OnurKerimoglu/nytaxi_mlops/blob/main/04-deployment/04_Homework.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OnurKerimoglu/nytaxi_mlops_monitoring/blob/main/nb/hw.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OnurKerimoglu/nytaxi_mlops/tree/main/06-bestpractices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 39 project_score: 30 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/OnurKerimoglu/stocks_forecasting_live - position: 46 display_name: Wizardly Pasteur total_score: 75 projects: - project: Attempt 1 project_slug: project1 total_score: 36 project_score: 27 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/Foluwa/youtube_engagement_predictor - project: Attempt 2 project_slug: project2 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/Foluwa/yoruba_mlops_alphabet_project - project: Attempt 3 project_slug: project3 total_score: 39 project_score: 30 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/Foluwa/sentiment_youtube_mlops - position: 47 display_name: Peaceful Galois total_score: 74 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/mlops-zoomcamp/blob/main/01-intro/homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/mlops-zoomcamp/tree/main/02-experiment-tracking/homework2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/mlops-zoomcamp/tree/main/03-orchestration/homework3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/mlops-zoomcamp/tree/main/04-deployment/homework4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/mlops-zoomcamp/tree/main/05-monitoring/homework5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/arsonor/mlops-zoomcamp/tree/main/06-best-practices/homework6 projects: - project: Attempt 2 project_slug: project2 total_score: 38 project_score: 29 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/arsonor/music-genre-classification-with-deep-learning - position: 48 display_name: Focused Greider total_score: 74 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/galchenm/mlops-zoomcamp-2025/blob/main/01-intro/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/marina-galchenkova-6ab0a5149_why-are-we-even-trying-to-study-this-question-activity-7326624306593980416-Y1PU?utm_source=share&utm_medium=member_desktop&rcm=ACoAACPJX6MBL66J1pe8AVl_33oZA-4D0VJjnvM - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/galchenm/mlops-zoomcamp-2025/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/galchenm/mlops-zoomcamp-2025/tree/main/03-orchestration learning_in_public_links: - https://www.linkedin.com/posts/marina-galchenkova-6ab0a5149_workingmom-growthmindset-mlops-activity-7336865887599099904-PB5r?utm_source=share&utm_medium=member_desktop&rcm=ACoAACPJX6MBL66J1pe8AVl_33oZA-4D0VJjnvM - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/galchenm/mlops-zoomcamp-2025/tree/main/04-deployment learning_in_public_links: - https://www.linkedin.com/posts/marina-galchenkova-6ab0a5149_mlops-parentingintech-zoomcamp-activity-7340143071830892544-cf2o?utm_source=share&utm_medium=member_desktop&rcm=ACoAACPJX6MBL66J1pe8AVl_33oZA-4D0VJjnvM - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/galchenm/mlops-zoomcamp-2025/tree/main/05-monitoring/taxi_monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/galchenm/mlops-zoomcamp-2025/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 35 project_score: 25 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/galchenm/pet_project_mlops learning_in_public_links: - https://www.linkedin.com/posts/marina-galchenkova-6ab0a5149_mlops-learningjourney-continuouslearning-activity-7350245950977622018-3mQQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAACPJX6MBL66J1pe8AVl_33oZA-4D0VJjnvM - position: 49 display_name: Goofy Dhawan total_score: 74 projects: - project: Attempt 1 project_slug: project1 total_score: 37 project_score: 28 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/Danselem/weather_health - project: Attempt 2 project_slug: project2 total_score: 37 project_score: 28 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/Danselem/brain_mri - position: 50 display_name: m.moalla total_score: 73 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/mlops-zoomcamp-work/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/mlops-zoomcamp-work/blob/main/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/mlops-zoomcamp-work/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/mlops-zoomcamp-work/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/mlops-zoomcamp-work/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/mlops-zoomcamp-work/tree/main/06-best-practices projects: - project: Attempt 2 project_slug: project2 total_score: 38 project_score: 29 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/Mahdi-Moalla/isic-skin-cancer-classification - position: 51 display_name: Kevin Soto total_score: 72 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KevinEsh/demeter/tree/main/src/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KevinEsh/demeter/tree/main/src/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/KevinEsh/use-case-mlflow/blob/main/dags/mlflow_tutorial_dag.py faq_contribution: How to use MLFlow + Airflow 3.0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KevinEsh/dandori-project/blob/main/src/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KevinEsh/dandori-project/tree/main/src/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 37 project_score: 27 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/KevinEsh/mercanova learning_in_public_links: - https://www.linkedin.com/posts/kevin-soto-428129200_mlopszoomcamp-ai-mlops-activity-7357929448370790400-4hNZ?utm_source=share&utm_medium=member_desktop&rcm=ACoAADNGrSABxPn4CVNjbYhtsZ2tC9IIagTNsLk - position: 52 display_name: Sergei Mangilev total_score: 72 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/sergei-mangilev-software-and-data-engineer_mlops-machinelearning-dataengineering-activity-7325956869900939264-1Wvd?utm_source=share&utm_medium=member_desktop&rcm=ACoAABKAuLwB96o6Ks57SpQx5FgrW0w4gTobwWE - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/sergei-mangilev-software-and-data-engineer_mlopszoomcamp-mlops-machinelearning-activity-7330816262131900417-bp_0?utm_source=share&utm_medium=member_desktop&rcm=ACoAABKAuLwB96o6Ks57SpQx5FgrW0w4gTobwWE - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://www.linkedin.com/posts/sergei-mangilev-software-and-data-engineer_mlopszoomcamp-mlops-airflow-activity-7334443377670692864-AEBf/ - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/sergei-mangilev-software-and-data-engineer_mlops-machinelearning-mlops-activity-7338431069349703686-nVx7 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/sergei-mangilev-software-and-data-engineer_mlopszoomcamp-mlops-machinelearning-activity-7341331017158291456-UXs7 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://www.linkedin.com/posts/sergei-mangilev-software-and-data-engineer_mlopszoomcamp-mlops-ciabrcd-activity-7343136659699343360-PCgq projects: - project: Attempt 1 project_slug: project1 total_score: 35 project_score: 26 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/ssmangilev/mlops-zoomcamp-project - position: 53 display_name: Paul Tongyoo total_score: 72 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pt7481/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pt7481/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pt7481/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pt7481/mlops-zoomcamp/blob/main/05-monitoring/baseline_model_nyc_taxI_data.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pt7481/mlops-zoomcamp/tree/main/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 42 project_score: 33 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/paultongyoo/churn-model-evaluation-platform - position: 54 display_name: Flamboyant Driscoll total_score: 72 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/mlops-zoomcamp-2025/blob/main/hw1/HW1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/mlops-zoomcamp-2025/tree/main/hw2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/mlops-zoomcamp-2025/tree/main/hw3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/mlops-zoomcamp-2025/tree/main/hw4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/mlops-zoomcamp-2025/tree/main/hw5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ju-arroyom/mlops-zoomcamp-2025/tree/main/hw6 projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/mlops-zoomcamp-project-2025 - position: 55 display_name: Aleksandr Sokolov total_score: 72 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-sokolov2011/mlops-zoomcamp-2025-hw/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-sokolov2011/mlops-zoomcamp-2025-hw/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-sokolov2011/mlops-zoomcamp-2025-hw/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-sokolov2011/mlops-zoomcamp-2025-hw/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-sokolov2011/mlops-zoomcamp-2025-hw/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alex-sokolov2011/mlops-zoomcamp-2025-hw/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 36 project_score: 27 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-sokolov2011/delivery-time-prediction-mlops - position: 56 display_name: Pedantic Lovelace total_score: 71 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/mlops/blob/main/01-intro/HW1/hm1_2025.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/mlops/blob/main/02-experiment-tracking/hw2/hm2_2025.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/mlops/blob/main/03-orchestration/airflow/hw_2025.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/mlops/blob/main/04-deployment/h4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/mlops/blob/main/05-monitoring/hw5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jyphotography/mlops/blob/main/06-best-practice/hw6/hw6.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 39 project_score: 30 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/Bank-Customer-Churn-Prediction---MLOps-End-to-End-Project - position: 57 display_name: Ebrahim Emad total_score: 71 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/EbEmad/MLOPS_ZOOMCAMP/blob/main/01-intro/Homework.ipynb faq_contribution: i want to thank you for your efforts - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/EbEmad/MLOPS_ZOOMCAMP/blob/main/02-experiment-tracking/Homework.ipynb faq_contribution: thank you for your efforts - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/EbEmad/MLOPS_ZOOMCAMP/blob/main/05-monitoring/Homework.ipynb projects: - project: Attempt 1 project_slug: project1 total_score: 27 project_score: 27 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/EbEmad/MLOPS-ZOOMCAMP-PROJECT - project: Attempt 3 project_slug: project3 total_score: 31 project_score: 30 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/EbEmad/MLOPS-ZOOMCAMP-PROJECT faq_contribution: i want to thank you for you efforts - position: 58 display_name: Daniel Ekwuazi total_score: 71 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/mlops-wd/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/mlops-wd/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/mlops-wd/blob/main/03-orchestration/homework/duration-prediction-p.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/mlops-wd/blob/main/04-deployment/homework/starter.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/mlops-wd/blob/main/05-monitoring/homework.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/mlops-wd/blob/main/06-best-practices/Pipfile projects: - project: Attempt 2 project_slug: project2 total_score: 38 project_score: 29 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/Dcwind/customer-churn-mlops - position: 59 display_name: Kate Chen total_score: 71 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/MLOps-Zoomcamp-2025/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/MLOps-Zoomcamp-2025/tree/main/experiment_tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/MLOps-Zoomcamp-2025/tree/main/orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/MLOps-Zoomcamp-2025/tree/main/deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/MLOps-Zoomcamp-2025/tree/main/monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/MLOps-Zoomcamp-2025/tree/main/best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 35 project_score: 26 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/Dkaattae/Monthly-Stock-Return-Prediction - position: 60 display_name: Friendly Gagarin total_score: 71 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rahmaha/mlops_2025/blob/main/module_1/homework/hw_answer_01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rahmaha/mlops_2025/tree/main/module_2/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rahmaha/mlops_2025/tree/main/module_3/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rahmaha/mlops_2025/tree/main/module_4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rahmaha/mlops_2025/tree/main/module_5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rahmaha/mlops_2025/tree/main/module_6/homework projects: - project: Attempt 1 project_slug: project1 total_score: 39 project_score: 30 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/rahmaha/ship_fuel_co2 - position: 61 display_name: Pedantic Wozniak total_score: 71 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/romanaumov/mlops-zoomcamp-hw/tree/main/01-intro learning_in_public_links: - https://cloud.google.com/discover/what-is-mlops?hl=en - https://www.phdata.io/blog/mlops-vs-devops-whats-the-difference/ - https://www.datacamp.com/blog/top-mlops-tools - https://neptune.ai/blog/mlops-tools-platforms-landscape - https://cloud.google.com/vertex-ai/docs/start/introduction-mlops - https://aws.amazon.com/sagemaker/ - https://learn.microsoft.com/en-us/azure/machine-learning/concept-automated-ml?view=azureml-api-2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/romanaumov/mlops-zoomcamp-hw/blob/main/03-orchestration/airflow/dags/dag_homework.py learning_in_public_links: - https://www.astronomer.io/docs/learn/airflow-mlops/ - https://medium.com/thefork/a-guide-to-mlops-with-airflow-and-mlflow-e19a82901f88 - https://neptune.ai/blog/best-workflow-and-pipeline-orchestration-tools - https://medium.com/exness-blog/the-best-orchestration-tool-for-mlops-a-real-story-about-difficult-choices-5ee6a087c9e3 - https://airflow.apache.org/docs/apache-airflow/stable/core-concepts/dags.html - https://airflow.apache.org/docs/apache-airflow/stable/best-practices.html - https://medium.com/@mrunmayee.dhapre/ml-pipeline-in-airflow-71ca7e1f03ba projects: - project: Attempt 3 project_slug: project3 total_score: 45 project_score: 31 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/romanaumov/MLOps-Project learning_in_public_links: - https://medium.com/@sachinsoni600517/a-beginners-guide-to-ci-cd-for-mlops-everything-you-need-to-know-2aad8fd1c303 - https://cloud.google.com/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning - https://neptune.ai/blog/mlops-best-practices - https://medium.com/@thiago2002sr/developing-a-ci-cd-pipeline-for-mlops-practical-guide-with-case-study-9ad95826d820 - https://www.datacamp.com/blog/top-mlops-tools - position: 62 display_name: imgabidotcom total_score: 70 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/ml_ops/blob/main/01_intro/homework/homework.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/ml_ops/blob/main/01_intro/intro.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/ml_ops/blob/main/02_experiment_tracking/homework/homework.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/ml_ops/blob/main/02_experiment_tracking/__notes.md - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/ml_ops/blob/main/03_ml_pipelines/homework/homework.md learning_in_public_links: - https://github.com/fonsecagabriella/ml_ops/blob/main/03_ml_pipelines/__notes.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/ml_ops/blob/main/04_deployment/homework/homework.md learning_in_public_links: - https://github.com/fonsecagabriella/ml_ops/blob/main/04_deployment/__notes.md - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/ml_ops/blob/main/05_monitoring/taxi_monitoring/homework_baseline_model_nyc_taxi_data.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/ml_ops/blob/main/05_monitoring/__notes.md - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/ml_ops/blob/main/06_best_practices/homework/homework.md learning_in_public_links: - https://github.com/fonsecagabriella/ml_ops/blob/main/06_best_practices/__notes.md projects: - project: Attempt 1 project_slug: project1 total_score: 28 project_score: 19 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/fonsecagabriella/passcompass/tree/main - position: 63 display_name: Raza Mehar total_score: 70 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1_i9V_uRdQsTcgXtSI_P1hdYXFFQc8jkH?usp=sharing faq_contribution: "squared Option Not Available in mean_squared_error\r\nThe mean_squared_error\ \ function in scikit-learn no longer includes the squared parameter. To compute\ \ the Root Mean Squared Error (RMSE), use the dedicated function root_mean_squared_error\ \ from sklearn.metrics instead." learning_in_public_links: - https://www.linkedin.com/posts/razamehar_mlops-machinelearning-mlzoomcamp-activity-7325986519393947650-7SEU/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAMDLGYBdyJFnFWK2G-XdhPLH_oY5c-NkZg - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/razamehar/mlops-zoomcamp-2025/blob/main/register_model.py learning_in_public_links: - https://www.linkedin.com/posts/razamehar_mlops-mlzoomcamp-machinelearning-activity-7330260661286993920-hLLI?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAMDLGYBdyJFnFWK2G-XdhPLH_oY5c-NkZg - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/razamehar/mlops-zoomcamp-2025/blob/main/hw3.py learning_in_public_links: - https://www.linkedin.com/posts/razamehar_mlops-mlzoomcamp-machinelearning-activity-7335275558437568514-jpos?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAMDLGYBdyJFnFWK2G-XdhPLH_oY5c-NkZg - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/razamehar/mlops-zoomcamp-2025/blob/main/home4.ipynb learning_in_public_links: - https://www.linkedin.com/posts/razamehar_mlops-mlzoomcamp-machinelearning-activity-7338320317418737664-hH-s?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAMDLGYBdyJFnFWK2G-XdhPLH_oY5c-NkZg - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/razamehar/mlops-zoomcamp-2025/blob/main/home5_v1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/razamehar_mlops-mlzoomcamp-machinelearning-activity-7340669170222542848-_Itf?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAMDLGYBdyJFnFWK2G-XdhPLH_oY5c-NkZg - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/razamehar/mlops-zoomcamp-2025/blob/main/home6.py learning_in_public_links: - https://www.linkedin.com/posts/razamehar_mlops-mlzoomcamp-machinelearning-activity-7343684255383744513-HbKu?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAMDLGYBdyJFnFWK2G-XdhPLH_oY5c-NkZg projects: - project: Attempt 1 project_slug: project1 total_score: 32 project_score: 23 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/razamehar/telco-customer-churn-prediction - position: 64 display_name: Duc Ho total_score: 70 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/mlops-zoomcamp/tree/main/01-intro/notebooks - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 35 project_score: 26 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/naivebird/vancouver-property-tax-prediction - position: 65 display_name: Valery Rabinin total_score: 70 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VRabinin/mlops-zoomcamp-vrn/blob/main/01-intro/duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VRabinin/mlops-zoomcamp-vrn/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VRabinin/mlops-zoomcamp-vrn/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VRabinin/mlops-zoomcamp-vrn/tree/main/04-deployment/homework/batch - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VRabinin/mlops-zoomcamp-vrn/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VRabinin/mlops-zoomcamp-vrn/tree/main/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/VRabinin/mlops-zoomcamp-project - position: 66 display_name: Quirky Greider total_score: 69 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/mlops-zoomcamp/blob/main/homework1/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/mlops-zoomcamp/blob/main/homework2/hw2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/mlops-zoomcamp/blob/main/homework3/hw3.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/mlops-zoomcamp/blob/main/homework4/hw4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/mlops-zoomcamp/blob/main/homework5/hw5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/mlops-zoomcamp/blob/main/homework6/hw6.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/women-in-stem-mlops-project - position: 67 display_name: Naughty Bassi total_score: 68 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLOpsZoom/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLOpsZoom/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLOpsZoom/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLOpsZoom/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLOpsZoom/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/MLOpsZoom/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 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/freillat/MLOpsProject - project: Attempt 3 project_slug: project3 total_score: 32 project_score: 23 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/MLOps_CCproject - position: 68 display_name: Dario Dang total_score: 68 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DarioDang/mlops-zoomcamp/blob/main/01-Intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DarioDang/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DarioDang/mlops-zoomcamp/tree/main/03-orchestration/mlops-zoomcamp-mage/mlops/homework_03 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DarioDang/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DarioDang/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DarioDang/mlops-zoomcamp/tree/main/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 35 project_score: 26 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/DarioDang/Chicago-Taxi-MLOPS - position: 69 display_name: Krishna total_score: 68 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/KrishnaG-101/MLOps-ZoomCamp-2025/blob/main/Week_1/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/krishna-gelra_machinelearning-mlops-datatalksclub-activity-7330654001367085058-N-Ti/ - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/KrishnaG-101/MLOps-ZoomCamp-2025/blob/main/Week_2/homework.ipynb learning_in_public_links: - https://www.youtube.com/watch?v=MiA7LQin9c8&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=cESCQE9J3ZE&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=iaJz-T7VWec&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=OVUPIX88q88&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=TKHU7HAvGH8&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=1ykg4YmbFVA&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=Lugy1JPsBRY&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/KrishnaG-101/MLOps-ZoomCamp-2025/blob/main/Week_3/homework.ipynb learning_in_public_links: - https://www.youtube.com/watch?v=uAR4BhVCNbI&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - https://www.youtube.com/watch?v=3_Uu0rInxWI&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/MLOps-ZoomCamp-2025/blob/main/Week_4/homework.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/MLOps-ZoomCamp-2025/blob/main/Week_5/homework.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/MLOps-ZoomCamp-2025/blob/main/Week_6/homework.ipynb projects: - project: Attempt 1 project_slug: project1 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/KrishnaG-101/Germany-Used-Cars-Price-Prediction - position: 70 display_name: Epic Gagarin total_score: 68 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLOps/blob/main/HW1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLOps/blob/main/HW2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLOps/blob/main/HW3.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLOps/blob/main/HW4/HW4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLOps/blob/main/HW5/HW5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/MLOps/tree/main/HW6 projects: - project: Attempt 1 project_slug: project1 total_score: 32 project_score: 23 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/MLOps/tree/main/Project_flight-delay-prediction - position: 71 display_name: Ivy total_score: 68 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JuChunHuang/mlops-zoomcamp/blob/main/01-intro/hw.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JuChunHuang/mlops-zoomcamp/tree/main/cohorts/2025/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JuChunHuang/mlops-zoomcamp/blob/main/cohorts/2025/03-orchestration/hw.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JuChunHuang/mlops-zoomcamp/tree/main/cohorts/2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JuChunHuang/mlops-zoomcamp/tree/main/cohorts/2025/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JuChunHuang/mlops-zoomcamp/tree/main/cohorts/2025/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/JuChunHuang/biopay - position: 72 display_name: Cool Johnson total_score: 67 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Danodia-Rahul/MLops-25/blob/main/Work%201.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Danodia-Rahul/MLops-25/blob/main/work%202.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Danodia-Rahul/MLops-25/tree/main/Work%203 learning_in_public_links: - https://x.com/BlaneVicto30247/status/1932436948578378237 - https://x.com/BlaneVicto30247/status/1932437919278506478 - https://x.com/BlaneVicto30247/status/1932438665839485017 - https://x.com/BlaneVicto30247/status/1932439181415903557 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Danodia-Rahul/MLops-25/tree/main/Work%204 learning_in_public_links: - https://x.com/BlaneVicto30247/status/1934939752488452524 - https://x.com/BlaneVicto30247/status/1934940142503919830 - https://x.com/BlaneVicto30247/status/1934940313505628499 - https://x.com/BlaneVicto30247/status/1934940574207144444 projects: - project: Attempt 2 project_slug: project2 total_score: 35 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 8 peer_review_learning_in_public_score: 2 project_faq_score: 0 passed: true github_link: https://github.com/Danodia-Rahul/MLops-Project-25 learning_in_public_links: - https://x.com/BlaneVicto30247/status/1952505681593938006 - https://x.com/BlaneVicto30247/status/1952505988260520326 - https://x.com/BlaneVicto30247/status/1952506453547164054 - https://x.com/BlaneVicto30247/status/1952506695923470430 - https://x.com/BlaneVicto30247/status/1952507203903951197 - https://x.com/BlaneVicto30247/status/1952507636558987354 - https://x.com/BlaneVicto30247/status/1952508584840839573 - https://x.com/BlaneVicto30247/status/1952509555641917572 - position: 73 display_name: Priceless Willis total_score: 67 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/hannarud/mlops-zoomcamp-2025/commit/7b9cc77bb51f104dae654d8fea788a2b63ececeb#diff-7e9d9411b009fb8a013f4724710ddf2fa1ccf425d6610bc9729583b0cc859b66 faq_contribution: https://github.com/DataTalksClub/mlops-zoomcamp/pull/353 learning_in_public_links: - https://x.com/ohannarud/status/1916540150558900230 - https://x.com/ohannarud/status/1921632301168955793 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hannarud/mlops-zoomcamp-2025/commit/7a53f9700e5e98440bed4ae6fc1be0747ebcc3a0 learning_in_public_links: - https://x.com/ohannarud/status/1925857624341320037 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/hannarud/mlops-zoomcamp-2025/blob/main/week3_duration-prediction.py faq_contribution: https://github.com/DataTalksClub/mlops-zoomcamp/pull/378 learning_in_public_links: - https://x.com/ohannarud/status/1932175942560145703 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/hannarud/mlops-zoomcamp-2025/commit/d8a0c8cfc999611201b5012c832640d87d49264f faq_contribution: https://github.com/DataTalksClub/mlops-zoomcamp/pull/378 learning_in_public_links: - https://x.com/ohannarud/status/1934376130188124649 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hannarud/mlops-zoomcamp-2025/commit/4590dee20b9c48345e3c4711bf9519e35f8d59ca learning_in_public_links: - https://x.com/ohannarud/status/1937276548995813807 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hannarud/mlops-zoomcamp-2025/tree/main/week6_homework learning_in_public_links: - https://x.com/ohannarud/status/1944421286005846303 projects: - project: Attempt 2 project_slug: project2 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/hannarud/energy-behavior-prosumers-kaggle-mlops - position: 74 display_name: Festive Tu total_score: 67 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/mlops-zoomcamp/blob/master/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/mlops-zoomcamp/tree/master/hw2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/mlops-zoomcamp/tree/master/hw3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/mlops-zoomcamp/tree/master/hw4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/mlops-zoomcamp/blob/master/hw5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaChan/mlops-zoomcamp/tree/master/hw6 projects: - project: Attempt 2 project_slug: project2 total_score: 31 project_score: 22 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/retail-forecast-mlops - position: 75 display_name: Dazzling Hertz total_score: 67 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/mlops_zoomcamp_hw/blob/main/01-intro/homework_week_1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/mlops_zoomcamp_hw/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/mlops_zoomcamp_hw/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/mlops_zoomcamp_hw/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/mlops_zoomcamp_hw/tree/main/05-monitoring/homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/mlops_zoomcamp_hw/tree/main/06-best-practicies/homework projects: - project: Attempt 1 project_slug: project1 total_score: 33 project_score: 24 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/msilaev/air-pollution - position: 76 display_name: Condescending Sanderson total_score: 67 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/mlops-zoomcamp/blob/main/homework/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/mlops-zoomcamp/tree/main/homework/hm2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/mlops-zoomcamp/tree/main/homework/hw3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/mlops-zoomcamp/tree/main/homework/hw4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/mlops-zoomcamp/tree/main/homework/hw5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/mlops-zoomcamp/tree/main/homework/hw6 projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/renelarsson/taxi-duration-prediction - position: 77 display_name: JohnyCkot total_score: 67 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzmitry-shametska/mlops-zoomcamp2025/blob/main/intro/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzmitry-shametska/mlops-zoomcamp2025/blob/main/homeworks/hw2/hw2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzmitry-shametska/mlops-zoomcamp2025/blob/main/homeworks/hw3/pl_hw3.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzmitry-shametska/mlops-zoomcamp2025/tree/main/homeworks/hw4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzmitry-shametska/mlops-zoomcamp2025/blob/main/homeworks/hw5/baseline_model_nyc_taxi_data.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzmitry-shametska/mlops-zoomcamp2025/tree/main/homeworks/hw6/homework projects: - project: Attempt 1 project_slug: project1 total_score: 31 project_score: 22 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/mlops_prj_code_quality - position: 78 display_name: Confident Mirzakhani total_score: 66 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/venukarnati92/mlops-zoomcamp/blob/main/01-Intro/regression_model.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/venukarnati92/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/venukarnati92/mlops-zoomcamp-mage/tree/master/mlops/homework_03 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/venukarnati92/mlops-zoomcamp/blob/main/04-deployment/batch.py - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/venukarnati92/mlops-zoomcamp/blob/main/05-monitoring/evidently_metrics_calculation.py projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/venukarnati92/rental-prediction - position: 79 display_name: Sergei Plekhov total_score: 66 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/data-tomic/mlops-zoomcamp/blob/main/01-intro/Homework.ipynb learning_in_public_links: - https://github.com/data-tomic/cuda-ubuntu-setup-guide/blob/main/README.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/mlops-zoomcamp/blob/main/02-experiment-tracking/Homework.md - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 29 project_score: 20 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/data-tomic/mlops-zoomcamp.git - position: 80 display_name: Selen total_score: 66 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pselen/SParlar-MLOps-Zoomcamp/blob/main/01-intro/duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pselen/SParlar-MLOps-Zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pselen/SParlar-MLOps-Zoomcamp/blob/main/03-orchestration/duration-prediction-orhestration.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pselen/SParlar-MLOps-Zoomcamp/blob/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pselen/SParlar-MLOps-Zoomcamp/blob/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pselen/SParlar-MLOps-Zoomcamp/blob/main/06-best-pratices projects: - project: Attempt 2 project_slug: project2 total_score: 30 project_score: 20 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/Pselen/Stroke-Prediction-MLOps learning_in_public_links: - https://github.com/Pselen/Stroke-Prediction-MLOps/blob/main/README.md - position: 81 display_name: Strange Qwerty total_score: 66 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soham-chitnis10/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soham-chitnis10/mlops-zoomcamp/tree/main/03-orchestration/homework_3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soham-chitnis10/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soham-chitnis10/mlops-zoomcamp/tree/main/05-monitoring/homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soham-chitnis10/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 2 project_slug: project2 total_score: 39 project_score: 29 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/soham-chitnis10/credit-card-fraud-detection learning_in_public_links: - https://medium.com/@panwar.shivam199/mlflow-from-zero-to-pro-using-aws-s3-rds-and-ec2-b14945b76a72 - position: 82 display_name: Stoic Elion total_score: 66 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DavidILLX/mlops-project/blob/main/Homework%201.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DavidILLX/mlops-project/tree/main/Homework-2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DavidILLX/mlops-project-de/tree/main/Homework-3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DavidILLX/mlops-project-de/tree/main/Homework-4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DavidILLX/mlops-project-de/tree/main/Homework-5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DavidILLX/mlops-project-de/tree/main/Homework-6 projects: - project: Attempt 2 project_slug: project2 total_score: 39 project_score: 30 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/DavidILLX/diabetes_mlops - position: 83 display_name: Yashwanth Reddy Thallapalli total_score: 66 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/starlord-31/mlops-zoomcamp/blob/main/01-intro/Homework%201.ipynb learning_in_public_links: - https://x.com/Starlord310599/status/1924579786502111415 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/starlord-31/mlops-zoomcamp/tree/main/02-experiment_tracking/Homework learning_in_public_links: - https://x.com/Starlord310599/status/1927587058295681078 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/starlord-31/mlops-zoomcamp/tree/main/03-orchestration learning_in_public_links: - https://x.com/Starlord310599/status/1932659458766991538 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/starlord-31/mlops-zoomcamp/tree/main/04-deployment learning_in_public_links: - https://x.com/Starlord310599/status/1935919358288462314 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/starlord-31/mlops-zoomcamp/tree/main/05-monitoring learning_in_public_links: - https://x.com/Starlord310599/status/1939339083454578895 projects: - project: Attempt 3 project_slug: project3 total_score: 31 project_score: 21 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/starlord-31/Garbage-classification-mlops/tree/main learning_in_public_links: - https://x.com/Starlord310599/status/1958089286126891462 - position: 84 display_name: Anton Petrov total_score: 65 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/mlOpsZoomcamp/blob/master/hw1.py - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/mlOpsZoomcamp/tree/master - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/gsenseless/mlOpsZoomcamp/tree/master/hw3_mage learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/pull/302 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/gsenseless/mlOpsZoomcamp/blob/master/hw4/starter.py learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/pull/316 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/mlOpsZoomcamp/blob/master/hw5/.ipynb_checkpoints/baseline_model_nyc_taxi_data-checkpoint.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/gsenseless/mlOpsZoomcamp/tree/master/hw6 learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/pull/322/files projects: - project: Attempt 2 project_slug: project2 total_score: 30 project_score: 21 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/gsenseless/mlOps_bikesharing - position: 85 display_name: omkar-t total_score: 65 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/omkar-thite/mlops-zoomcamp-hw/blob/main/module1_homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/omkar-thite/mlops-zoomcamp-hw/tree/main/module2_homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/omkar-thite/mlops-zoomcamp-hw/tree/main/module3_homework learning_in_public_links: - https://www.linkedin.com/posts/activity-7337103252485734400-_GAx?utm_source=share&utm_medium=member_desktop&rcm=ACoAADtDzaEBcUVWuGhavB5un4GwaEC1Oa60bqE - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/omkar-thite/mlops-zoomcamp-hw/tree/573de7b7d300738aba2e262e682a6649207c430f/module4_homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/omkar-thite/mlops-zoomcamp-hw/blob/main/module5-homework/baseline_model.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/omkar-thite/mlops-zoomcamp-hw/tree/main/module6-homework projects: - project: Attempt 2 project_slug: project2 total_score: 28 project_score: 18 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/omkar-thite/stroke-predictor learning_in_public_links: - https://www.linkedin.com/posts/activity-7358388086893965312-8dIW - position: 86 display_name: Kamagate Youssouf total_score: 65 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamagatey/MLOPS-ZOOMCAMP/blob/main/01-intro/homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kamagatey/MLOPS-ZOOMCAMP/blob/main/03-Orchestration/homework/homework3.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 40 project_score: 31 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/Kamagatey/Mlops-project - position: 87 display_name: Bold Bose total_score: 65 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aaarl/mlopszoomcamp_25/tree/main/02_exp-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aaarl/mlopszoomcamp_25/tree/main/03_train-pipeline - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aaarl/mlopszoomcamp_25/tree/main/04_deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aaarl/mlopszoomcamp_25/tree/main/05_monitoring projects: - project: Attempt 2 project_slug: project2 total_score: 42 project_score: 33 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/aaarl/mlopszoomcamp_25/tree/main/project - position: 88 display_name: Hamidullah Binol total_score: 64 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hbinol/mlops-zoomcamp/blob/main/01-intro/homework_1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hbinol/mlops-zoomcamp/blob/main/02-experiment-tracking/homework/homework_2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/hbinol/mlops-zoomcamp/blob/main/03-orchestration/taxi_duration_prediction_prefect.py learning_in_public_links: - https://x.com/drbinol/status/1930829730602766496 - https://x.com/drbinol/status/1930834724542353665 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hbinol/mlops-zoomcamp/tree/main/04-deployment/homework learning_in_public_links: - https://x.com/drbinol/status/1935143105801462265 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hbinol/mlops-zoomcamp/tree/main/05-monitoring/homework learning_in_public_links: - https://x.com/drbinol/status/1939455285111968145 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hbinol/mlops-zoomcamp/tree/main/06-best-practices/homework learning_in_public_links: - https://x.com/drbinol/status/1944642934160200064 projects: - project: Attempt 2 project_slug: project2 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/hbinol/IMDB_reviews_sentiment_classifier/tree/main - position: 89 display_name: Brave Haibt total_score: 64 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/mlops-zoomcamp-2025-homework/blob/main/Homework%201/homework-01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/mlops-zoomcamp-2025-homework/tree/main/Homework%202 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/mlops-zoomcamp-2025-homework/blob/main/Homework%203/homework-03.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/mlops-zoomcamp-2025-homework/blob/main/Homework%204/homework-04.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/mlops-zoomcamp-2025-homework/blob/main/Homework%205/homework-05.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/mlops-zoomcamp-2025-homework/blob/main/Homework%206/homework-06.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 28 project_score: 19 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/parker-sy/mlops-zoomcamp-project-stress-level-prediction - position: 90 display_name: Condescending Robinson total_score: 64 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/iamparody/ML_FLOW learning_in_public_links: - https://www.linkedin.com/posts/antony-kiriinya-a45769211_just-started-mlflow-for-mlops-datatalks-zoomcamp-activity-7334189380980387840-V86U?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/iamparody/ML_FLOW/tree/main/Orchestration faq_contribution: I missed week one homework but I made sure to follow the youtube videos. Can I still graduate and get a certificate? learning_in_public_links: - https://www.linkedin.com/posts/antony-kiriinya-a45769211_github-datatalksclubmlops-zoomcamp-free-activity-7336278827364507648-RBfc?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - https://www.linkedin.com/posts/antony-kiriinya-a45769211_just-started-mlflow-for-mlops-datatalks-zoomcamp-activity-7334189380980387840-V86U?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - https://www.linkedin.com/posts/antony-kiriinya-a45769211_ml-pipeline-orchestration-codehttpslnkdin-activity-7336282570432614400-r54D?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/iamparody/NYC_Yellow-Mlops-model-deployment- learning_in_public_links: - https://www.linkedin.com/posts/antony-kiriinya-a45769211_machinelearning-datascience-mlops-activity-7341058866140327938-FqWL?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 10 questions_score: 5 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/iamparody/ML-Monitoring/tree/main faq_contribution: "Can anyone else confirm these were the things we needed to\ \ tick in this project:\r\n✅ Dockerized your pipeline\r\n✅ Automated metric\ \ extraction\r\n✅ Logged metrics into a real database\r\n✅ Created Dashboards\r\ \n\r\nMy metric was 13.5 but I ticked off 14.2 because it was closest\r\nThe\ \ shape of the dataset as well might have changed , if anyone can confirm this\ \ , hit us up on slack." learning_in_public_links: - https://www.linkedin.com/posts/antony-kiriinya-a45769211_project-launching-an-ml-monitoring-pipeline-activity-7343897064059166721-Xw5D?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - https://www.linkedin.com/posts/antony-kiriinya-a45769211_github-iamparodyml-monitoring-activity-7343897372084613120-5elM?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - https://www.linkedin.com/posts/antony-kiriinya-a45769211_github-iamparodyml-monitoring-activity-7343897734535352321-jvld?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - https://www.linkedin.com/posts/antony-kiriinya-a45769211_metric-pipeline-breakdown-extracting-model-activity-7343898018108051456-8W1G?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWvDJUBTlQ9Y3qzCJqH3hRoGGUNF8gtA6U - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iamparody/MlL-integration-tests projects: - project: Attempt 2 project_slug: project2 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/iamparody/faang-mlops faq_contribution: The project became resource intensive and my machine could no longer run effectively, therefore the project is entirely in docker. - position: 91 display_name: Noura total_score: 64 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/norahosny66/MLOPs-DataTalk - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/norahosny66/MLOPs-DataTalk/tree/main/Assignment3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/norahosny66/MLOPs-DataTalk/tree/main/Assignment4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/norahosny66/MLOPs-DataTalk/tree/main/Assignment5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/norahosny66/MLOPs-DataTalk/tree/main/Assignment6 projects: - project: Attempt 2 project_slug: project2 total_score: 38 project_score: 29 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/norahosny66/Predictive-Maintenance-MLOps/ - position: 92 display_name: Ecstatic Babbage total_score: 64 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/habeeb3579/Mlops-proj/blob/main/01-intro/Homework1.ipynb faq_contribution: Can I take this course without AWS account - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/habeeb3579/Mlops-proj/blob/main/02-experimental_tracking/homework_dtc_solution/homework2.ipynb faq_contribution: For H2, Q2 i'm running the model the train.py file using the yellow taxi datasets as specified, but it is taking a lot of time (has been running for 6 minutes according to mlflow). Is there something else i have to consider, like reducing the dataset? - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/habeeb3579/Mlops-proj/blob/main/03-orchestration/mlops-prefect/prefect-mlops-zoomcamp/homework/prefect-hw.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/habeeb3579/Mlops-proj/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/habeeb3579/Mlops-proj/tree/main/05-monitoring/homework projects: - project: Attempt 3 project_slug: project3 total_score: 32 project_score: 23 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/habeeb3579/mlops-production-v2 - position: 93 display_name: facug91 total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/mlops-zoomcamp/blob/main/01-intro/duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 3 project_slug: project3 total_score: 35 project_score: 25 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/facug91/mlops-zoomcamp-final-project learning_in_public_links: - https://www.linkedin.com/posts/facundogalan_github-facug91mlops-zoomcamp-final-project-activity-7363330719563100161-07Vf - position: 94 display_name: AmirShayan Alizarandi total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Shayanix/MLOps/blob/main/01-intro/HomeWork.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Shayanix/MLOps/tree/main/02-%20Experiment%20Tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Shayanix/MLOps projects: - project: Attempt 2 project_slug: project2 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/Shayanix/MLops-Brain-Eye-Detector - project: Attempt 3 project_slug: project3 total_score: 35 project_score: 25 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/Shayanix/MLops-Brain-Eye-Detector learning_in_public_links: - https://x.com/AAlizarand5080/status/1957127563483972071 - position: 95 display_name: Fantastic Engelbart total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tman0004/mlops-zoomcamp/tree/main - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tman0004/mlops-zoomcamp/tree/main/02-experiment_tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tman0004/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tman0004/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tman0004/mlops-zoomcamp/tree/main/05-model_monitoring projects: - project: Attempt 1 project_slug: project1 total_score: 35 project_score: 26 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/tman0004/mlops-zoomcamp-project - position: 96 display_name: RenzoClaure total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renzoclaure/Zoomcamp-MLOPS-Homeworks/blob/main/homework1_duration-prediction-yellow.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renzoclaure/Zoomcamp-MLOPS-Homeworks/tree/main - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renzoclaure/Zoomcamp-MLOPS-Homeworks.git - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renzoclaure/Zoomcamp-MLOPS-Homeworks.git - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renzoclaure/Zoomcamp-MLOPS-Homeworks.git/ - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renzoclaure/Zoomcamp-MLOPS-Homeworks.git projects: - project: Attempt 2 project_slug: project2 total_score: 34 project_score: 24 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/renzoclaure/imdb-sentiment-mlops.git faq_contribution: too long project - position: 97 display_name: Gustavo Hernández Angeles total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gustavo-HA/mlops-zoomcamp-homeworks - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gustavo-HA/mlops-zoomcamp-homeworks - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gustavo-HA/mlops-zoomcamp-homeworks/blob/main/homework_03/duration-prediction.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gustavo-HA/mlops-zoomcamp-homeworks/tree/main/homework_04 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Gustavo-HA/mlops-zoomcamp-homeworks/tree/main/homework_05 learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7344603728710189058/ projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/Gustavo-HA/loan_prediction - position: 98 display_name: Loving Dijkstra total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/matthew-michal/mlops-zoomcamp/blob/main/01-intro/Homework%201%20v2.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/matthew-michal/mlops-zoomcamp/tree/main/02-experiment_tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/matthew-michal/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/matthew-michal/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/matthew-michal/mlops-zoomcamp/tree/main/05-monitoring/taxi_monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/matthew-michal/mlops-zoomcamp-hw6 projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 20 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/matthew-michal/apartment_rental_nj_2025 - position: 99 display_name: Antonio Guzmán Martín total_score: 62 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/antoniogmartin/mlops-zoomcamp.git - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Phibi1020/mlops-zoomcamp/tree/main/cohorts/2025/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/antoniogmartin/mlops-zoomcamp/tree/main/cohorts/2025/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/antoniogmartin/mlops-zoomcamp/tree/main/cohorts/2025/06-best-practices projects: - project: Attempt 2 project_slug: project2 total_score: 43 project_score: 33 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://gitlab.com/antoniogmartin/socioeconomic_factors_gentrification/-/tree/feature/mlzoomcamp_course?ref_type=heads faq_contribution: "Bare In mind this is a gitlab repo, please check the following\ \ commit id:\r\n\r\naaf297b7e8ca4ead251b2f2725db1497412f2921" - position: 100 display_name: Laura Alexandria total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lauraalexandria/mlops-zoomcamp/blob/main/01-intro/homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lauraalexandria/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lauraalexandria/mlops-zoomcamp/blob/main/03-orchestration/homework.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lauraalexandria/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 1 project_slug: project1 total_score: 28 project_score: 19 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/lauraalexandria/ecommerce_demand_forecast - position: 101 display_name: Sad Sinoussi total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mamadyonline/mlops-zoomcamp/blob/main/01_intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mamadyonline/mlops-zoomcamp/tree/main/02_experiment_tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mamadyonline/mlops-zoomcamp/tree/main/03_ml_orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mamadyonline/mlops-zoomcamp/tree/main/04_model_deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mamadyonline/mlops-zoomcamp/blob/main/05_ml_monitoring/homework/baseline_model_nyc_taxi_data.ipynb projects: - project: Attempt 1 project_slug: project1 total_score: 38 project_score: 29 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/mamadyonline/mlops-project - position: 102 display_name: Binks total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/BinksWANG/ML_Mental_Health_Project - position: 103 display_name: Stoic Easley total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/calatre/mlops-zoomcamp/blob/main/duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/calatre/mlops-zoomcamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/calatre/mlops-zoomcamp/blob/main/03-orchestration/homework/homework.md faq_contribution: "https://datatalks-club.slack.com/archives/C02R98X7DS9/p1749295328853199?thread_ts=1749294859.392779&cid=C02R98X7DS9\r\ \n\r\nhttps://datatalks-club.slack.com/archives/C02R98X7DS9/p1749313368532679" learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7337198095786516480/ - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/calatre/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/calatre/mlops-zoomcamp/tree/main/05-monitoring/homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 17 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/calatre/mlops-pipeline - position: 104 display_name: rshiva total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/rshiva/datatalks-mlops-2025/blob/main/01-homework/01-Homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7326113021179650048/ - https://x.com/_rshiva/status/1920347446187635168 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rshiva/datatalks-mlops-2025/tree/main/02-homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rshiva/datatalks-mlops-2025/tree/main/03-homework learning_in_public_links: - https://www.linkedin.com/posts/shiva-kumar-00761b11_mlops-activity-7335057506815102976-S9ff?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAJns0cBma_31zjooCC3d1FI2T5Vc9m0wmM - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rshiva/datatalks-mlops-2025/tree/main/04-homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rshiva/datatalks-mlops-2025/tree/main/05-homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rshiva/datatalks-mlops-2025/tree/main/06-homework projects: - project: Attempt 1 project_slug: project1 total_score: 28 project_score: 19 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/rshiva/datatalks-mlops-2025/tree/main/07-project-01 - position: 105 display_name: Mohamed Hamed total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mohamedhamd32/mlops-zoomcamp/tree/main/mlflow_tracking_expirement - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mohamedhamd32/mlops-zoomcamp/tree/main/orchastraion - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mohamedhamd32/mlops-zoomcamp/tree/main/deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mohamedhamd32/mlops-zoomcamp/tree/main/monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/mohamedhamd32/2025_mlops_project_heart_attack - position: 106 display_name: Festive Kare total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conrad-ch1/mlops_zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conrad-ch1/mlops_zoomcamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conrad-ch1/mlops_zoomcamp - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conrad-ch1/mlops_zoomcamp - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conrad-ch1/mlops_zoomcamp - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conrad-ch1/mlops_zoomcamp projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 20 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/conrad-ch1/edge-iiot.git - position: 107 display_name: Agitated Hopper total_score: 61 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tsbalzhanov/MLOpsZoomcamp/blob/main/week_1/hw.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tsbalzhanov/MLOpsZoomcamp/tree/main/week_2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tsbalzhanov/MLOpsZoomcamp/tree/main/week_3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tsbalzhanov/MLOpsZoomcamp/tree/main/week_4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tsbalzhanov/MLOpsZoomcamp/blob/main/week_5/monitoring.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tsbalzhanov/MLOpsZoomcamp/tree/main/week_6 projects: - project: Attempt 2 project_slug: project2 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/tsbalzhanov/MLOpsZoomcamp_LinguisticsStackExchange - position: 108 display_name: Mateo Contreras total_score: 61 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mateocontrerass/mlops-zoomcamp/blob/main/01-intro/homework%201.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mateocontrerass/mlops-zoomcamp/tree/main/02-experiment_tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mateocontrerass/NYC-Taxi-Duration-Prediction-An-Apache-Airflow-Project/tree/main - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mateocontrerass/mlops-zoomcamp/tree/main/04-deployment-docker/homework projects: - project: Attempt 1 project_slug: project1 total_score: 38 project_score: 29 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/Mateocontrerass/credit-default-mlops/tree/main - position: 109 display_name: mohammadmath total_score: 60 projects: - project: Attempt 2 project_slug: project2 total_score: 28 project_score: 28 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/mohammadimathstar/m5_forecasting/tree/main - project: Attempt 3 project_slug: project3 total_score: 32 project_score: 23 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/mohammadimathstar/m5_forecasting/tree/main - position: 110 display_name: Beautiful Davinci total_score: 60 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/mlops-zoomcamp-hw-2025/blob/main/homeworks/hw-01/hw01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/mlops-zoomcamp-hw-2025/tree/main/homeworks/hw-02 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/mlops-zoomcamp-hw-2025/blob/main/homeworks/hw-03/ochestration.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/mlops-zoomcamp-hw-2025/tree/main/homeworks/hw-04 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thobs-10/mlops-zoomcamp-hw-2025/tree/main/homeworks/hw-05 projects: - project: Attempt 2 project_slug: project2 total_score: 34 project_score: 25 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/MLOps-hotel-reservation-prediction-system - position: 111 display_name: Serhat Kayikci total_score: 59 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/skayikci/mlops-zoomcamp/tree/master/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/skayikci/mlops-zoomcamp/tree/master/02-experiment-tracking learning_in_public_links: - https://x.com/KayikciS1/status/1926976273567437283 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/skayikci/mlops-zoomcamp/tree/master/03-training-pipelines learning_in_public_links: - https://x.com/KayikciS1/status/1930256056749310122 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/skayikci/mlops-zoomcamp/tree/master/04-deployment projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/skayikci/tweet-classfication-mlops - position: 112 display_name: Frosty Bell total_score: 59 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SalimaMamma/mlops-zoomcamp/blob/main/cohorts/2025/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SalimaMamma/mlops-zoomcamp/tree/main/cohorts/2025/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SalimaMamma/mlops-zoomcamp/tree/homework3/mlops/homework_03 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SalimaMamma/mlops-zoomcamp/tree/main/cohorts/2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SalimaMamma/mlops-zoomcamp/tree/main/cohorts/2025/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SalimaMamma/mlops-zoomcamp/tree/main/cohorts/2025/06-best-practices/homework projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/SalimaMamma/mlops-zoomcamp-project/tree/main - position: 113 display_name: Asia Mironenko total_score: 59 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mironenkoasja/mlops_zoomcamp_2025/blob/main/01_intro/Homework_1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mironenkoasja/mlops_zoomcamp_2025/tree/main/02_experiment_tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mironenkoasja/mlops_zoomcamp_2025/tree/main/03_workflow_orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mironenkoasja/mlops_zoomcamp_2025/tree/main/04_deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mironenkoasja/mlops_zoomcamp_2025/tree/main/05_monitoring projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/mironenkoasja/ny_subway_ridership_prediction - position: 114 display_name: Almond total_score: 58 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/mlops-zoomcamp-2025-homework/blob/main/homework-1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/mlops-zoomcamp-2025-homework/tree/main/homework-2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/mlops-zoomcamp-2025-homework/tree/main/homework-3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/mlops-zoomcamp-2025-homework/tree/main/homework-4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/mlops-zoomcamp-2025-homework/tree/main/homework-5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/mlops-zoomcamp-2025-homework/tree/main/homework-6 projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 17 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/healthcare-classification - position: 115 display_name: Alper Ugurcan total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alperugurca/mlops-zoomcamp-2025/blob/main/homeworks/homework01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alperugurca/mlops-zoomcamp-2025/tree/main/homeworks/homework2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 1 project_slug: project1 total_score: 31 project_score: 22 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/alperugurca/MLOps_2025_project1 - position: 116 display_name: Daisy Cups total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/gabriellailena/mlops-zoomcamp-2025/tree/main/01-intro faq_contribution: "Not sure if it's a unique issue, but when using GitHub Codespaces\ \ my kernel kept crashing when I was running the DictVectorizer due to memory\ \ issue. I realized was using 2 cores in my codespace, increased to 4 cores,\ \ but the issue persisted.\r\n\r\nI could finally resolve it by using the IPython\ \ kernel on my local machine (in ~/anaconda3/bin/python). Maybe this helps!" - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gabriellailena/mlops-zoomcamp-2025/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gabriellailena/mlops-zoomcamp-2025/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gabriellailena/mlops-zoomcamp-2025/tree/main/04-deployment projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/gabriellailena/classical-composer-prediction/tree/main - position: 117 display_name: Michelangelo D'Alessandro total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/mlops-zoomcamp/blob/main/03-orchestration/homework_3/homework3_pipeline.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/mlops-zoomcamp/tree/main/04-deployment/Homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/mlops-zoomcamp/tree/main/05-monitoring/Homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/mlops-zoomcamp/tree/main/06-best-practices/Homework projects: - project: Attempt 2 project_slug: project2 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/michelangelo89/churn-clv-mlops-project - position: 118 display_name: Fabian Janosch Krüger total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/mlops-zoomcamp_homework/tree/main/homework - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fabianjkrueger/mlops-zoomcamp_homework/tree/main/homework/02-experiment-tracking projects: - project: Attempt 2 project_slug: project2 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: false github_link: https://github.com/fabianjkrueger/mlops_zoomcamp_project - project: Attempt 3 project_slug: project3 total_score: 31 project_score: 22 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/gdelt-newsimpact/tree/feature/prefect-orchestration - position: 119 display_name: Hrithik Kumar Advani total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Hrithik-Kumar/hrithik-mlops-zoomcamp-2024/tree/main/homework-2025 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Hrithik-Kumar/hrithik-mlops-zoomcamp/tree/main/homework-2024/week2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Hrithik-Kumar/hrithik-mlops-zoomcamp/blob/main/homework-2025/week3-prefect/hw.ipynb projects: - project: Attempt 3 project_slug: project3 total_score: 39 project_score: 30 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/Hrithik-Kumar/mlops-project# - position: 120 display_name: Xenodochial Cori total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/mlops-zoomcamp/blob/main/01-intro/duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/mlops-zoomcamp/tree/main/03-orchestration/code - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/mlops-zoomcamp/tree/main/04-deployment/ - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/mlops-zoomcamp/tree/main/06-best-practices projects: - project: Attempt 2 project_slug: project2 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/jhuff-genomics/mlops-project-llm-safety - position: 121 display_name: Angry Lumiere total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 faq_contribution: "Wording of following question alone does not make it clear\ \ if the outlier filtering steps from train dataset should also be applied\r\ \n\r\n```\r\nNow let's apply this model to the validation dataset (February\ \ 2023).\r\n\r\nWhat's the RMSE on validation?\r\n```" - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/amorsi1/Embedded-spam-MLOps - position: 122 display_name: Facco total_score: 56 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/mlops-zoomcamp-course/tree/Master/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/mlops-zoomcamp-course/blob/Master/03-orchestration/homework-3.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/mlops-zoomcamp-course/tree/Master/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/mlops-zoomcamp-course/tree/Master/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/mlops-zoomcamp-course/tree/Master/06-best-practices projects: - project: Attempt 1 project_slug: project1 total_score: 28 project_score: 19 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/Facco-Bruno/Bluebikes-trip-mlops - position: 123 display_name: Yogesh Kalyani total_score: 54 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yokalyan/mlops-training/tree/main/03-orchestration/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yokalyan/mlops-training/tree/main/04-deployment projects: - project: Attempt 1 project_slug: project1 total_score: 42 project_score: 33 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/yokalyan/mlops-churn - position: 124 display_name: Richkinwe total_score: 54 projects: - project: Attempt 2 project_slug: project2 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/adeakinwe/MLOps_credit_risk_default - project: Attempt 3 project_slug: project3 total_score: 31 project_score: 22 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/adeakinwe/MLOps_credit_default_risk_prediction.git - position: 125 display_name: Dardo Daniel Iramain total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DanielIramain/mlops-zoomcamp/blob/main/01-intro/homework_1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/dardo-daniel-iramain_acabo-de-completar-el-m%C3%B3dulo-1-del-activity-7329844016248750080-B1zw?utm_source=share&utm_medium=member_desktop&rcm=ACoAADTQDNoBLdzXElhtov79FgsNkxKbUx-ieEk - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DanielIramain/mlops-zoomcamp/tree/experiment-tracking learning_in_public_links: - https://www.linkedin.com/posts/dardo-daniel-iramain_segunda-semana-del-mlops-zoomcamp-de-datatalksclub-activity-7332754823932518401-XNUm?utm_source=share&utm_medium=member_desktop&rcm=ACoAADTQDNoBLdzXElhtov79FgsNkxKbUx-ieEk - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DanielIramain/mlops-zoomcamp/tree/orchestration learning_in_public_links: - https://www.linkedin.com/posts/dardo-daniel-iramain_desarrollo-del-tercer-modulo-de-mlops-activity-7337128737995444226-Xf2k?utm_source=share&utm_medium=member_desktop&rcm=ACoAADTQDNoBLdzXElhtov79FgsNkxKbUx-ieEk - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DanielIramain/mlops-zoomcamp/tree/deployment learning_in_public_links: - https://www.linkedin.com/posts/dardo-daniel-iramain_finalizado-el-m%C3%B3dulo-4-del-zoomcamp-activity-7340356299789881344-Maak?utm_source=share&utm_medium=member_desktop&rcm=ACoAADTQDNoBLdzXElhtov79FgsNkxKbUx-ieEk - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/DanielIramain/mlops-zoomcamp/tree/monitoring learning_in_public_links: - https://www.linkedin.com/posts/dardo-daniel-iramain_terminando-el-m%C3%B3dulo-5-del-mlops-zoomcamp-activity-7344719697080143873-VGLe?utm_source=share&utm_medium=member_desktop&rcm=ACoAADTQDNoBLdzXElhtov79FgsNkxKbUx-ieEk projects: - project: Attempt 2 project_slug: project2 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/DanielIramain/forecast-house-pricing-california/tree/main - position: 126 display_name: Hui total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/13EEV8IS-wxg6AhNLEwdr_WRM00jlSM2U?usp=sharing learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/01-intro/homework.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1aHv6KGL1dau76IXJLfIot2ZlcBRf76Cc?usp=sharing - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1_ndVd02x__j74mqGmVDjjYjiSuuYIjPc?usp=sharing learning_in_public_links: - https://www.loom.com/share/802c8c0b843a4d3bbd9dbea240c3593a - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1ZBqJMsSFEPlnOJxoMyvyI_H32w5wEYUa?usp=sharing learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/04-deployment/homework/starter.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://drive.google.com/drive/folders/1Sy7IFLTFt1f5EImuRE8O9PcNnnGc30MS?usp=drive_link learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/tree/main/cohorts/2025/06-best-practices/homework projects: - project: Attempt 3 project_slug: project3 total_score: 16 project_score: 5 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/raven0205/Written-Assignment-1 faq_contribution: "I can't find where to submit evaluation for peer projects:\r\ \n1. mohammadmath[https://github.com/mohammadimathstar/m5_forecasting/tree/main]\r\ \nStrengths: The document begins by clearly defining the business problem, the\ \ objective, and the type of machine learning task. This is a crucial first\ \ step in any MLOps project.\r\nThe project is logically divided into terraform,\ \ Development, and Deployment components. This separation of concerns is a core\ \ tenet of MLOps, making the pipeline easier to manage, test, and scale. The\ \ selection of tools is solid and well-reasoned. Using Prefect for orchestration,\ \ LightGBM for modeling, and MLflow for tracking demonstrates an understanding\ \ of modern MLOps practices. A very solid project.\r\n2. AmirShayan Alizarandi\ \ [https://github.com/Shayanix/MLops-Brain-Eye-Detector]\r\nThis is an excellent,\ \ highly detailed, and comprehensive MLOps project proposal. It's a significant\ \ step up from the previous one in terms of its maturity and depth. The inclusion\ \ of Docker, FastAPI, and Kubernetes demonstrates a clear plan for deployment\ \ and scalability. The folder and file organization is logical and follows best\ \ practices for a scalable project. Separating code by function (data/, models/,\ \ predict/) is crucial for maintainability.\r\n3. aphdinh [https://github.com/aphdinh/mlops-zoomcamp-project]\ \ The proposal covers every stage of the MLOps lifecycle, from data sourcing\ \ and training to deployment and monitoring. This demonstrates a deep understanding\ \ of what's required for a robust, real-world system. The document clearly states\ \ the problem, the data source, and the target evaluation metrics (R^2, RMSE).\ \ This transparency is crucial for defining success and assessing model performance.\ \ The proposal goes beyond simple model training and includes monitoring for\ \ both model performance and data drift using Evidently. This proactive approach\ \ is essential for maintaining model integrity in production." learning_in_public_links: - https://github.com/DataTalksClub/mlops-zoomcamp/tree/main/cohorts/2025/06-best-practices/homework - position: 127 display_name: jsandon total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/MLOPS-ZoomCamp-Cohorts-2025/tree/main/01%20-%20intro - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/MLOPS-ZoomCamp-Cohorts-2025 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/MLOPS-ZoomCamp-Cohorts-2025 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/MLOPS-ZoomCamp-Cohorts-2025 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JorgeSandon/MLOPS-ZoomCamp-Cohorts-2025 projects: - project: Attempt 2 project_slug: project2 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/MLOPS-ZoomCamp-Cohorts-2025/tree/main/Project/restaurant-sales-mlops - position: 128 display_name: Adoring Mirzakhani total_score: 51 homeworks: - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://gist.github.com/mircohoehne/4e8273faa89b42277dcaaffd67ec828c - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://gist.github.com/mircohoehne/fd152f97512bc3bf943f4b0356b94bab - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://gist.github.com/mircohoehne/7b11ace2638af770bdbde22edeb4c0f3 projects: - project: Attempt 2 project_slug: project2 total_score: 35 project_score: 26 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/mircohoehne/e2e-taxi-ride-duration-prediction - position: 129 display_name: Uche total_score: 51 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 5 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/F-U-Njoku/mlops_zoomcamp/blob/main/01-intro/homework.ipynb faq_contribution: "Reading parquet files with Pandas (pyarrow dependency)\r\n\ Error\r\nA module that was compiled using NumPy 1.x cannot be run in NumPy 2.2.4\ \ as it may crash.\r\nOR\r\nAttributeError: module 'pyarrow' has no attribute\ \ '__version__'\r\nSolution: Down grade the version of your numpy\r\npip uninstall\ \ numpy -y\r\nconda remove numpy --force\r\nconda clean --all -y\r\nconda install\ \ numpy=1.26 -y" learning_in_public_links: - https://njokuuchechi.medium.com/demystifying-mlops-a-beginners-guide-bc32b8cf3ce0 - https://github.com/F-U-Njoku/mlops_zoomcamp/blob/main/01-intro/lectureNotes.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/F-U-Njoku/mlops_zoomcamp/blob/main/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/F-U-Njoku/mlops_zoomcamp/blob/main/03-orchestration/lectureNotes.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/F-U-Njoku/mlops_zoomcamp/blob/main/04-deployment/starter.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/solar-efficiency-forecast - position: 130 display_name: Carlos Saritama total_score: 51 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/cssaritama/Machine-Learning-Operations-Zoomcamp/blob/main/W1-Introduction/W1-Introduction.ipynb learning_in_public_links: - https://github.com/cssaritama/Machine-Learning-Operations-Zoomcamp/blob/main/W1-Introduction/W1-Introduction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/cssaritama/Machine-Learning-Operations-Zoomcamp/tree/main/W2-Experiment%20Tracking%20for%20MLOps - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1EOpTIzeo0AJjErXl9Nefm-zUB5t7k_kx?usp=sharing - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1RMtjgGK4R9A1SfEhJoNDv-zXjuWRtn7p?usp=sharing - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 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/cssaritama/Predictive-Maintenance-Mlops - position: 131 display_name: May Zin Tun total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mayzt99/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mayzt99/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mayzt99/mlops-zoomcamp/blob/main/03-orchestration/homework3.py projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/mayzt99/crop-recommendation-mlops-zoomcamp - position: 132 display_name: StoatScript total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Selbl/mlops-zoomcamp-25/blob/main/01%20-%20intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Selbl/mlops-zoomcamp-25/tree/main/02-experiment-tracking projects: - project: Attempt 1 project_slug: project1 total_score: 38 project_score: 29 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/Selbl/mlops-zoomcamp-project-2025 - position: 133 display_name: Romantic Booth total_score: 49 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dedenuola/mlops-zoomcamp/blob/main/01-intro/duration_predictions.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 10 project_score: 10 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/dedenuola/airoute_mlops - project: Attempt 3 project_slug: project3 total_score: 30 project_score: 21 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/dedenuola/airoute_mlops - position: 134 display_name: Affectionate Meitner total_score: 49 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nicoalpis/mlops-zoomcap/tree/main/03-orchestration/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nicoalpis/mlops-zoomcap/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nicoalpis/mlops-zoomcap/tree/main/05-monitoring projects: - project: Attempt 1 project_slug: project1 total_score: 33 project_score: 24 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/nicoalpis/heart-failure-prediction - position: 135 display_name: Areeb Ahmad total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/AreebAhmad-02/mlops-campspace/blob/main/01-intro/HW1.ipynb faq_contribution: "Question:\r\n I am using a windows computer. I can't start\ \ the course program because I can't run Ubuntu on my vscode. Must I use the\ \ anaconda? I don't want anything that has to do with anaconda\r\n\r\nAnswer:\r\ \nuse github codespace as guided in the video tutorial" - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AreebAhmad-02/mlops-campspace/tree/main/02-experimentation - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 20 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/AreebAhmad-02/mlops-zoomcamp-project - position: 136 display_name: Funny Mirzakhani total_score: 48 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1cxTWWYov13QUqWJsr_X6-e_UOI3INN21 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KevinKBui/MLOps_Zoomcamp.git - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KevinKBui/MLOps_Zoomcamp.git projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/KevinKBui/Prostate-Cancer-Risk-Assessment - position: 137 display_name: Serge Nd total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nd-serge/mlops-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nd-serge/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nd-serge/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nd-serge/mlops-zoomcamp/tree/main/04-deployment projects: - project: Attempt 2 project_slug: project2 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/nd-serge/mobile-money-fraud-detection - position: 138 display_name: Hernan Viscarra total_score: 48 homeworks: - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 42 project_score: 33 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/hsviscarra/StockPrediction - position: 139 display_name: Laughing Allen total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elvisiraguha/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elvisiraguha/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elvisiraguha/mlops-zoomcamp/blob/main/03-orchestration/duration_prediction.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elvisiraguha/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 1 project_slug: project1 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/elvisiraguha/student-performance-mlops - position: 140 display_name: Priyadharshan Sivakumar total_score: 47 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Priyanexodus/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Priyanexodus/mlops-zoomcamp/tree/main/02-experiment-tracking faq_contribution: try to run the mlflow ui in the same directory where you're working learning_in_public_links: - https://mlflow.org/docs/latest/tracking/backend-stores/ - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 11 questions_score: 5 faq_score: 1 learning_in_public_score: 5 homework_link: https://github.com/Priyanexodus/mlops-zoomcamp/tree/main/03-orchestration faq_contribution: "1) How do I run Airflow on my local machine?\r\nTo run Airflow\ \ locally, make sure you:\r\n\r\nTurn on virtualization in your system settings\r\ \n\r\nInstall WSL (Windows Subsystem for Linux)\r\n\r\nInstall Docker\r\n\r\n\ Install the Astro CLI (a tool that helps run Airflow projects easily)\r\n\r\n\ 2) How do I see the print statements from my Airflow task?\r\nTo check for the\ \ output from the print statements (or anything your code logs), go to the Airflow\ \ UI, click on the task you ran, and open the Logs tab. You’ll find all the\ \ printed messages there.\r\n\r\n3) Why do I get errors when returning big DataFrames?\r\ \nReturning big data directly from a task can cause errors in Airflow.\r\nBetter\ \ to save the data somewhere (like a file or database) and just pass a link\ \ or path to the next task.\r\n\r\n4) How can I store a value in XCom?\r\n\ In Airflow, XComs (short for \"cross-communications\") allow tasks to exchange\ \ small pieces of data. The simplest way to store a value in XCom is by returning\ \ it from your task function. Airflow automatically captures the returned value\ \ and stores it in XCom with the key 'return_value'\r\n\r\n5)How can I save\ \ files locally in Airflow?\r\nTo save files locally within an Airflow task,\ \ you can write them to the /tmp directory, which is commonly available and\ \ writable in most environments. This approach is especially useful for temporary\ \ files or intermediate data between tasks.\r\n\r\n6)How do I add libraries\ \ to my Airflow environment?\r\nTo include additional Python libraries in your\ \ Airflow environment, you can specify them in a requirements.txt file. This\ \ file lists all the packages your DAGs depend on." learning_in_public_links: - https://airflow.apache.org/docs/apache-airflow/stable/index.html - https://www.astronomer.io/docs/learn/intro-to-airflow/ - https://www.youtube.com/watch?v=v_jbmhVWBvM&t=4703s - https://www.astronomer.io/docs/astro/cli/install-cli/ - https://www.astronomer.io/events/webinars/manage-dependencies-between-airflow-deployments-dags-tasks-video/ - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 12 questions_score: 5 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/Priyanexodus/mlops-zoomcamp/tree/main/04-deployment/homework faq_contribution: "1)how to create a homepage for flask application?\r\n@app.route('/')\r\ \ndef home():\r\n return 'Welcome to my Flask app!'\r\n2)What's the difference\ \ between CMD and ENTRYPOINT?\r\nCMD: Specifies default arguments to the container.\r\ \n\r\nENTRYPOINT: Defines the main executable that always runs." learning_in_public_links: - https://github.com/microsoft/vscode-jupyter/wiki/Kernel-crashes-when-using-fastparquet - https://youtu.be/fqMOX6JJhGo?si=_AgjDqblEaAkqaGq - https://youtu.be/Z1RJmh_OqeA?si=5zRqK2eSstI_STYf - https://www.geeksforgeeks.org/python/flask-tutorial/ - https://docs.docker.com/get-started/docker-overview/ - https://www.geeksforgeeks.org/python/python-sys-module/ - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 10 questions_score: 6 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/Priyanexodus/mlops-zoomcamp/tree/main/05-monitoring faq_contribution: "1) provisioning directory error : the grafana_datasources.yaml\ \ isn't a file\r\ncause: Improper listing of files in the directory, config\ \ directory must only contain grafana not anything else.\r\nSometimes it can\ \ be also of improper naming of the file most often times you name it has .yml\ \ but it is .yaml\r\n2) config directory is created inside of the config directory\r\ \nIt is the result of using --build flag during the docker comper so don't use\ \ --build flag u may use debug flag if you wanted.\r\n3) import error during\ \ evidently\r\nU may degrade the version 0.4 - 0.6 \r\n0.7 is completely new,\ \ you may refer documentation by evidently but it isn't that clear\r\n4) tqdm\ \ is awful\r\nYou may use tqdm,notebook when you're using notebooks" learning_in_public_links: - https://docs.evidentlyai.com/metrics/all_metrics#dataset-data-quality - https://docs.evidentlyai.com/quickstart_ml - https://grafana.com/docs/ - position: 141 display_name: Abraham Alvarado Padilla total_score: 46 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SafeNeptune148-privjob/mlops-zoomcamp/blob/main/Homework_1/Homework1_DurationPredictionModel.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SafeNeptune148-privjob/mlops-zoomcamp/blob/main/Homework_2/register_model.py - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SafeNeptune148-privjob/mlops-zoomcamp/blob/main/Homerow_3/Homework_3.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SafeNeptune148-privjob/mlops-zoomcamp/blob/main/Homework_4/scoring.py - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SafeNeptune148-privjob/mlops-zoomcamp/blob/main/Homework_5/baseline_model_nyc_taxi_data_hw.ipynb projects: - project: Attempt 2 project_slug: project2 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: false github_link: https://github.com/SafeNeptune148-privjob/Credit-Risk-Prediction - position: 142 display_name: Segun Oni total_score: 46 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/onisj/mlops-zoomcamp/blob/main/01-Intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/onisj/mlops-zoomcamp/blob/main/02-experiment-tracking/homework/02_homework.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/onisj/youtube-comment-intelligence - position: 143 display_name: Mystifying Jackson total_score: 46 projects: - project: Attempt 2 project_slug: project2 total_score: 22 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/gabrielorce/311_predictions learning_in_public_links: - https://www.instagram.com/p/DM827J7uCFB/ - https://www.linkedin.com/posts/activity-7358272455498420224-a3R5 - https://www.facebook.com/gabriel.orce.7/posts/pfbid022JdmfhnvvBzf4mWcAnF3juRoRM6vp9TKREAPsNP8jEwkp7MdeE2smSB9259hSeE5l - https://x.com/ATests1226/status/1952507855610765410 - project: Attempt 3 project_slug: project3 total_score: 24 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 4 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/gabrielorce/311_predictions learning_in_public_links: - https://www.instagram.com/p/DM827J7uCFB/ - https://www.linkedin.com/posts/activity-7358272455498420224-a3R5 - https://www.facebook.com/gabriel.orce.7/posts/pfbid022JdmfhnvvBzf4mWcAnF3juRoRM6vp9TKREAPsNP8jEwkp7MdeE2smSB9259hSeE5l - https://x.com/ATests1226/status/1952507855610765410 - position: 144 display_name: Ismail AHOUARI total_score: 45 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SameulAH/MLops/tree/main/experiment-tracking learning_in_public_links: - https://medium.com/@ismailahouari123/mastering-mlflow-with-nyc-green-taxi-data-a-hands-on-guide-to-experiment-tracking-and-model-43c466041607 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SameulAH/MLops/tree/main/orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SameulAH/MLops/tree/main/deployement projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 26 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/SameulAH/MLops/tree/main/006_Capstone%20Project - position: 145 display_name: Fenandez total_score: 45 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gujeah/mlops/blob/main/01-intro/Homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gujeah/mlops/blob/main/homework-pipelines/homework5.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gujeah/mlops/commit/d5b761d8dc8a60824773fdbdc5eec3c65b044b3e projects: - project: Attempt 2 project_slug: project2 total_score: 31 project_score: 22 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/Risk-Flag-Prediction - position: 146 display_name: bonisadar total_score: 45 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/bonisadar/MLOps_2025/blob/master/notebook/duration-prediction.ipynb learning_in_public_links: - https://www.linkedin.com/posts/smbonisadar_mlopszoomcamp-datascience-machinelearning-activity-7329086822607745024-11sR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAEwHfT0Bxav-edoM1kvino0LwKSERCUgXe8 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bonisadar/MLOps_2025/blob/master/notebook/experiment_tracking.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/bonisadar/dhakacity-precipitation-forecast-mlops25 - position: 147 display_name: Juan Pablo Sanchez total_score: 45 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/pats2014/mlops-zoomzamp/blob/main/1_homework.ipynb faq_contribution: I had problem in git code spaces had to run the notebook in google collab. It would run well for a couple of cells and then the kernel would die. if you had any help or suggestions for this error it would be helpful learning_in_public_links: - https://github.com/microsoft/vscode-jupyter/wiki/Kernel-crashes - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/pats2014/mlops-zoomzamp/tree/main/mlops-zoomcamp/cohorts/2025/02-experiment-tracking/homework faq_contribution: Why did you use mean_squared_error when it is depreciated instead of root_mean_squared_error - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/pats2014/mlops-zoomzamp/blob/main/mlops-zoomcamp/03-orchestration/mlops_pipeline.py faq_contribution: Should one integrate the docker compose file with MLflow and kestra when spining up containers? Got higher answer in MLflow how much biggger was the model learning_in_public_links: - https://neptune.ai/blog/ml-platform-guide - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/pats2014/mlops-zoomzamp learning_in_public_links: - https://neptune.ai/blog/category/mlops - https://neptune.ai/blog/mlops - https://neptune.ai/blog/mlops-tools-platforms-landscape - https://neptune.ai/blog/mlops-principles - https://www.kaggle.com/discussions/general/272623 - https://www.amazon.com/_/dp/1098166302?smid=ATVPDKIKX0DER&_encoding=UTF8&tag=oreilly20-20 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/pats2014/mlops-zoomzamp faq_contribution: Please when generating the Piplock files add the versions - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pats2014/mlops-zoomzamp projects: - project: Attempt 1 project_slug: project1 total_score: 3 project_score: 3 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/pats2014/weather-forecast - position: 148 display_name: Sleepy Allen total_score: 45 homeworks: - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 projects: - project: Attempt 2 project_slug: project2 total_score: 40 project_score: 30 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/xmuruaga/mlops-amazon-recommender learning_in_public_links: - https://github.com/xmuruaga/mlops-zoomcamp - position: 149 display_name: Xue Zhiming total_score: 44 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-SMU/MLOps-zoomcamp/tree/main - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-SMU/MLOps-zoomcamp/tree/main/Homework%202 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/MLOps-zoomcamp - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/MLOps-zoomcamp/tree/main/Homework%204 projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/Xue-Zhiming-Bruce/Netflix-Recommendation-Rating - position: 150 display_name: Friendly Wright total_score: 44 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OluwajobaOluwabori/mlops-zoomcamp/blob/main/Task1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OluwajobaOluwabori/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/OluwajobaOluwabori/mlops-zoomcamp/blob/main/03-orchestration/duration-prediction.py projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/OluwajobaOluwabori/Retinamnist-ML0ps-Pipeline - position: 151 display_name: Fugayzi Fugazi total_score: 44 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/FL1NTY24/ML-OPS-COURSE/blob/main/HomeWorkWeek1.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 38 project_score: 29 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/FL1NTY24/patient-readmission-prediction - position: 152 display_name: khangtt0109 total_score: 43 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khangtt0109/proj_mlops_zoomcamp learning_in_public_links: - https://x.com/KhangTruon58315/status/1923779862923505871 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khangtt0109/proj_mlops_zoomcamp learning_in_public_links: - https://x.com/KhangTruon58315/status/1925601386164887954 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/khangtt0109/proj_mlops_zoomcamp faq_contribution: I got problem to save model information into artifacts folder and get in mlflow UI. I spend about 50% of time spent on homework to solver it. learning_in_public_links: - https://x.com/KhangTruon58315/status/1932134196425986461 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/khangtt0109/proj_mlops_zoomcamp faq_contribution: "I have a problem:https://datatalks-club.slack.com/archives/C02R98X7DS9/p1749567015236559\r\ \n\r\nBy my research, i solve it by myself. I fix the dockerfile by install\ \ library and run predict.py." learning_in_public_links: - https://x.com/KhangTruon58315/status/1932470930955276335 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/khangtt0109/proj_mlops_zoomcamp faq_contribution: I also had the library problem evidently like many people on slack, after consulting I solved it. Thanks everyone a lots. learning_in_public_links: - https://x.com/KhangTruon58315/status/1937530114297987415 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/khangtt0109/proj_mlops_zoomcamp faq_contribution: I had a hard time refactoring the code, but after a while of testing I got the result thanks to the reference from posts on slack. learning_in_public_links: - https://x.com/KhangTruon58315/status/1939752358143303786 - position: 153 display_name: Anshuman Jena total_score: 43 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abandonedmonk/MLOps/tree/main/Orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abandonedmonk/MLOps/tree/main/Deployment/my-soln - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abandonedmonk/MLOps/tree/main/Monitoring projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 1 project_faq_score: 0 passed: true github_link: https://github.com/abandonedmonk/MLOps-Zoomcamp-Project - position: 154 display_name: Dayu total_score: 42 projects: - project: Attempt 1 project_slug: project1 total_score: 42 project_score: 32 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/dayujdy98/live-fraud-detector learning_in_public_links: - https://www.linkedin.com/posts/dayu-jiang_github-dayujdy98live-fraud-detector-activity-7349826444987957248-fnAI?utm_source=share&utm_medium=member_desktop&rcm=ACoAACN7LrkBtWDSyqvp_-bixkocHQj0CoiBZf8 - position: 155 display_name: Lamel Kekana total_score: 42 projects: - project: Attempt 2 project_slug: project2 total_score: 42 project_score: 33 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/LamelK/solar-prediction-mlops_zoomcamp - position: 156 display_name: Ravil Gasanov total_score: 42 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ravil-gasanov/mlops-zoomcamp-2025-run/blob/main/coursework/01-intro/01-intro.ipynb learning_in_public_links: - https://github.com/ravil-gasanov/mlops-zoomcamp-2025-run - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ravil-gasanov/mlops-zoomcamp-2025-run/tree/main/coursework/02-experiment-tracking/homework learning_in_public_links: - https://www.linkedin.com/in/ravilgasanov/ - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ravil-gasanov/mlops-zoomcamp-2025-run/tree/main/coursework/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ravil-gasanov/mlops-zoomcamp-2025-run/tree/main/coursework/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ravil-gasanov/mlops-zoomcamp-2025-run/tree/main/coursework/06-best-practices projects: - project: Attempt 1 project_slug: project1 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/ravil-gasanov/fraud_detector - position: 157 display_name: Sina Tavakoli total_score: 42 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sntk-76/MLops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sntk-76/MLops-zoomcamp/blob/main/02-experiment-tracking/homework_02/homework.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 30 project_score: 21 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/sntk-76/AI-weather-predictor - position: 158 display_name: aphdinh total_score: 41 projects: - project: Attempt 3 project_slug: project3 total_score: 41 project_score: 32 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/aphdinh/mlops-zoomcamp-project - position: 159 display_name: Sinan Selamoglu total_score: 41 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selsinan/mlops/blob/main/01-intro/homework.ipynb faq_contribution: '0' - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selsinan/mlops/tree/main/02-experiment-tracking projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 19 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/selsinan/review-rating-prediction/ learning_in_public_links: - https://www.linkedin.com/posts/activity-7354923122522763264-8CRR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAOydTgBn1IIkT4R9ijGkF-tdi-SgrIpHsc - position: 160 display_name: Alex Khatov total_score: 41 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlops-zoomcamp-homework/blob/main/01_intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov_mlzoomcamp-mlopszoomcamp-activity-7328476060537282561-ZTyg?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADvJ3sBrizjiLAuy0vBSbgk9P4DDh8M8Ww - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlops-zoomcamp-homework/tree/main/02_mlflow/homework learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov_mlzoomcamp-activity-7333489466247991296-3yq0?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADvJ3sBrizjiLAuy0vBSbgk9P4DDh8M8Ww - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlops-zoomcamp-homework/tree/main/03-orchestration learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov_mlzoomcamp-activity-7337931534273798145-2yrZ?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADvJ3sBrizjiLAuy0vBSbgk9P4DDh8M8Ww - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlops-zoomcamp-homework/blob/main/04-deployment/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov_mlzoomcamp-activity-7340453363215466496-TVOY?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADvJ3sBrizjiLAuy0vBSbgk9P4DDh8M8Ww - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlops-zoomcamp-homework/blob/main/05-monitoring/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov_mlzoomcamp-activity-7343472319090028544-ri_V?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADvJ3sBrizjiLAuy0vBSbgk9P4DDh8M8Ww - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/khvatov/mlops-zoomcamp-homework-6 learning_in_public_links: - https://www.linkedin.com/posts/alex-khvatov_mlzoomcamp-activity-7345540393708531713-wFZU?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADvJ3sBrizjiLAuy0vBSbgk9P4DDh8M8Ww - position: 161 display_name: David KN total_score: 41 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dakn2005/MLOPsBootCamp2025/blob/main/hw1_Intro/yellow-taxi-duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dakn2005/MLOPsBootCamp2025/tree/main/hw2_experiment_tracking - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dakn2005/MLOPsBootCamp2025/blob/main/hw5_monitoring/baseline_model_nyc_taxi_data.ipynb projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/dakn2005/ASAL-Households-Classification-for-Social-Protection - position: 162 display_name: Focused Goldstine total_score: 39 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Manyvarsath/mlops-try/blob/main/01-intro/Learning-01.ipynb learning_in_public_links: - https://www.linkedin.com/posts/bakr-k-6b01451b0_mlopszoomcamp-mlops-machinelearning-activity-7330100116239839232-41k3?utm_source=share&utm_medium=member_desktop&rcm=ACoAADEkdaQBxNt7OBU5MeweBOqrkDBaIkM2VPY - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Manyvarsath/mlops-try/tree/main/02-experiment-tracking/homework learning_in_public_links: - https://www.linkedin.com/posts/bakr-k-6b01451b0_learninginpublic-mlopszoomcamp-mlops-activity-7333240041260912644-cXrM?utm_source=share&utm_medium=member_desktop&rcm=ACoAADEkdaQBxNt7OBU5MeweBOqrkDBaIkM2VPY - https://x.com/vast_Hex2WI/status/1927474775699660946 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Manyvarsath/airflow-orchestration/tree/main learning_in_public_links: - https://www.linkedin.com/posts/bakr-k-6b01451b0_mlopszoomcamp-mlops-orchestration-activity-7337966112845819904-F2DH?utm_source=share&utm_medium=member_desktop&rcm=ACoAADEkdaQBxNt7OBU5MeweBOqrkDBaIkM2VPY - https://x.com/vast_Hex2WI/status/1932202705671651698 - https://x.com/vast_Hex2WI/status/1932203211869257928 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Manyvarsath/mlops-try/tree/main/04-deployment learning_in_public_links: - https://x.com/vast_Hex2WI/status/1935063261898248623 - https://x.com/vast_Hex2WI/status/1935063632024305711 - https://www.linkedin.com/feed/update/urn:li:activity:7340828318704758784/ - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Manyvarsath/mlops-try/tree/main/05-monitoring/taxi_monitoring - position: 163 display_name: Joshua Peter Polaprayil total_score: 39 projects: - project: Attempt 1 project_slug: project1 total_score: 39 project_score: 30 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/JoshPola96/Company-Bankrupt-Prediction-MLOps - position: 164 display_name: Hopeful Shaw total_score: 39 projects: - project: Attempt 2 project_slug: project2 total_score: 39 project_score: 24 peer_review_score: 9 project_learning_in_public_score: 6 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/mk-hassan/EPL-predictions-mlops learning_in_public_links: - https://docs.prefect.io/v3/concepts/blocks - https://testcontainers.com/guides/ - https://pytest-with-eric.com/fixtures/pytest-fixture-autouse/ - https://docs.prefect.io/v3/how-to-guides/deployment_infra/manage-work-pools - https://spacelift.io/blog/terraform-aws-vpc - https://github.com/bakrianoo/mini-rag - position: 165 display_name: Hopeful Shannon total_score: 39 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cerpint4xt/mlops-zoomcamp/blob/dev/hw1/01-intro/homework1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/raul-catacora-grundy-208315236_datatalksclub-activity-7330025844817485824-vFs2?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrHd-gBtlosw5L1xfZPO5hSn12D1YSjxK4 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cerpint4xt/mlops-zoomcamp/tree/dev/hw2 learning_in_public_links: - https://www.linkedin.com/posts/raul-catacora-grundy-208315236_mlopszoomcamp-datatalksclub-activity-7332557183605264384-l3Lk?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrHd-gBtlosw5L1xfZPO5hSn12D1YSjxK4 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cerpint4xt/mlops-zoomcamp/tree/dev/hw3 learning_in_public_links: - https://www.linkedin.com/posts/raul-catacora-grundy-208315236_mlopszoomcamp-datatalksclub-activity-7337625006467670016-YIs-?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrHd-gBtlosw5L1xfZPO5hSn12D1YSjxK4 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cerpint4xt/mlops-zoomcamp/tree/dev/hw4 learning_in_public_links: - https://www.linkedin.com/posts/raul-catacora-grundy-208315236_mlopszoomcamp-datatalksclub-activity-7340182632032288768-dsAy?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrHd-gBtlosw5L1xfZPO5hSn12D1YSjxK4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cerpint4xt/mlops-zoomcamp/tree/dev/hw5 learning_in_public_links: - https://www.linkedin.com/posts/raul-catacora-grundy-208315236_datatalksclub-mlopszoomcamp-activity-7342717479963574272-SUFs?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrHd-gBtlosw5L1xfZPO5hSn12D1YSjxK4 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Cerpint4xt/mlops-zoomcamp/tree/dev/hw6 learning_in_public_links: - https://www.linkedin.com/posts/raul-catacora-grundy-208315236_mlopszoomcamp-datatalksclub-activity-7345273174281912320-q3gP?utm_source=share&utm_medium=member_desktop&rcm=ACoAADrHd-gBtlosw5L1xfZPO5hSn12D1YSjxK4 - position: 166 display_name: Rift Walker total_score: 38 projects: - project: Attempt 2 project_slug: project2 total_score: 38 project_score: 29 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/AndhikaWB/pawpularity-contest-dtc - position: 167 display_name: Loving Elbakyan total_score: 38 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/exequiel-santucho/mlops-zoomcamp-homework/tree/main/module3-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/exequiel-santucho/mlops-zoomcamp-homework/tree/main/module4-deployment learning_in_public_links: - https://www.linkedin.com/posts/exequiel-santucho_github-exequiel-santuchomlops-zoomcamp-homework-activity-7340550876043837440-zY-_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC4xbJABfRJPz09yHmIEc4UwhXeG9LrecFc - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/exequiel-santucho/mlops-zoomcamp-homework/tree/main/module5-monitoring projects: - project: Attempt 2 project_slug: project2 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/exequiel-santucho/MLOpsProject-StockMarketPricePrediction - position: 168 display_name: Bold Elbakyan total_score: 38 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/sotoblanco/mlops-zoomcamp/blob/main/01_intro/notebooks/hw_1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/pastorsoto_github-datatalksclubmlops-zoomcamp-free-activity-7326736246330830848-Gh1S - https://www.linkedin.com/feed/update/urn:li:share:7329595554483609601/ - https://x.com/PastorSotoB1/status/1924135919499505800 - https://www.linkedin.com/feed/update/urn:li:share:7329902559614152704/ - https://x.com/PastorSotoB1/status/1924263160065745107 - https://www.linkedin.com/feed/update/urn:li:share:7330035092754472960 - https://www.linkedin.com/feed/update/urn:li:share:7330417887511318531/ - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/sotoblanco/mlops-zoomcamp/tree/main/02_experimental_tracking learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7331676740194373633/ - https://x.com/PastorSotoB1/status/1925913134893502861 - https://www.linkedin.com/feed/update/urn:li:share:7331834937920081920 - https://x.com/PastorSotoB1/status/1926069532893888848 - https://www.linkedin.com/feed/update/urn:li:share:7332112996522995712/ - https://x.com/PastorSotoB1/status/1926347667191349670 - https://www.linkedin.com/feed/update/urn:li:share:7332516650878996480 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/sotoblanco/mlops-zoomcamp/tree/main/03_prefect learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7336109101820653568/ - https://x.com/PastorSotoB1/status/1931389926509043879 - https://x.com/PastorSotoB1/status/1931884284047966325 - https://www.linkedin.com/feed/update/urn:li:share:7338330510366040064/ - https://x.com/PastorSotoB1/status/1932566108793368802 - https://x.com/PastorSotoB1/status/1932601482156671404 - position: 169 display_name: Michael Tase total_score: 38 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/tasemgt/mlops_zoomcamp/blob/main/notebooks/duration_prediction.ipynb learning_in_public_links: - https://www.threads.com/@tas3___/post/DJ338j3IyWv?xmt=AQF0gHC160RgcjkiSbzlFcY4tQq0uLDVoMnYADfSIHf08w - https://x.com/tas3__/status/1924782640743289088 - https://x.com/tas3__/status/1924784123521953966 - https://www.threads.com/@tas3___/post/DJ34XlqoHIf?xmt=AQF0gHC160RgcjkiSbzlFcY4tQq0uLDVoMnYADfSIHf08w - https://x.com/tas3__/status/1924815456797442149 - https://www.threads.com/@tas3___/post/DJ4MFsCBuk2?xmt=AQF01bSbQSfasfomNY7elhZQxvUEItQww_Yn9_Jfh-y5iQ - https://x.com/tas3__/status/1924842553922162988 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://x.com/tas3__/status/1927432426629783791 - https://www.threads.com/@tas3___/post/DKKtAlgoC1s?xmt=AQF0PzPyM0HxVppNjjftR9IM7Yc2kLDBomk-qn5Bk9KTdQ - https://www.threads.com/@tas3___/post/DKKtcdwIrM3?xmt=AQF0PzPyM0HxVppNjjftR9IM7Yc2kLDBomk-qn5Bk9KTdQ - https://x.com/tas3__/status/1927435365352141033 - https://www.threads.com/@tas3___/post/DKLMF1-I3ct?xmt=AQF0PzPyM0HxVppNjjftR9IM7Yc2kLDBomk-qn5Bk9KTdQ - https://x.com/tas3__/status/1927501449552171478 - https://x.com/tas3__/status/1927655423802237085 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 12 questions_score: 5 faq_score: 0 learning_in_public_score: 7 learning_in_public_links: - https://www.threads.com/@tas3___/post/DKytyGKor1v?xmt=AQF0VDgK-b5dphu2TVES8Y9sKE5dDDvwWnZM-cmNc6UD3Q - https://x.com/tas3__/status/1933064042723086696 - https://substack.com/@michaeltase/note/c-125097789?utm_source=notes-share-action&r=4oi2t8 - https://x.com/tas3__/status/1933091529129927116 - https://www.threads.com/@tas3___/post/DKy6PxCIhpV?xmt=AQF0VDgK-b5dphu2TVES8Y9sKE5dDDvwWnZM-cmNc6UD3Q - https://substack.com/profile/283018940-michael-tase/note/c-125110164?utm_source=notes-share-action&r=4oi2t8 - https://www.linkedin.com/posts/activity-7338883532464832513-SehB?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAAA6clxEBb3TO7lzeDUyPcagQHOaa8eGtJjE - position: 170 display_name: Fervent Haslett total_score: 38 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/jameswagner/mlops-camp/blob/main/week1/homework.py learning_in_public_links: - https://medium.com/@jameswagnerusa/mlops-zoomcamp-week-1-setting-the-foundation-c9b20c9466ab - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jameswagner/mlops-camp/tree/main/week2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/jameswagner/mlops-camp/tree/main/week3 learning_in_public_links: - https://medium.com/@jameswagnerusa/mlops-zoomcamp-week-3-orchestration-fdaf45573cba - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jameswagner/mlops-camp/tree/main/week4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jameswagner/mlops-camp/tree/main/week5 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jameswagner/mlops-camp/tree/main/week6 - position: 171 display_name: Jolly Northcutt total_score: 38 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/01-intro/hw_01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/02-experiment-tracking/homework.md - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/03-orchestration/hw-03.md learning_in_public_links: - https://github.com/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/03-orchestration/hw-03.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/04-deployment/hw-04.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/github/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/05-monitoring/homework5.ipynb learning_in_public_links: - https://colab.research.google.com/github/Jaguar838/mlops-zoomcamp/blob/main/HW/2025/05-monitoring/homework5.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Jaguar838/mlops-zoomcamp/blob/main/HW/2024/06-best-practices/homework.md learning_in_public_links: - https://github.com/Jaguar838/mlops-zoomcamp/blob/main/HW/2024/06-best-practices/homework.md - position: 172 display_name: NDA total_score: 38 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anhnd16/nda-mlops-zoomcamp-2025 projects: - project: Attempt 3 project_slug: project3 total_score: 32 project_score: 23 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/anhnd16/nda-mlops-zoomcamp-project - position: 173 display_name: Determined Gould total_score: 37 projects: - project: Attempt 1 project_slug: project1 total_score: 37 project_score: 28 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/clementlwm94/dental-caries-mlops - position: 174 display_name: Distracted McLean total_score: 37 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yangxu698/mlops_zoomcamp_submit_code/blob/main/Week1/hw_w1.py - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yangxu698/mlops_zoomcamp_submit_code/tree/main/Week2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 faq_contribution: Q6 is based on a docker image from 2024, make sure the pandas, scikit-learn are compatible with the python version in the image. - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 175 display_name: mozz total_score: 37 projects: - project: Attempt 2 project_slug: project2 total_score: 37 project_score: 28 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/owhonda-moses/iot-sensor-anomaly-mlops faq_contribution: n/a - position: 176 display_name: Hopeful Stonebraker total_score: 37 projects: - project: Attempt 2 project_slug: project2 total_score: 37 project_score: 28 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/steam-sale-optimizer - position: 177 display_name: La Matemaga total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 11 questions_score: 6 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/LaMatemaga/mlops-zoomcamp/blob/main/01-intro/homework.ipynb faq_contribution: https://datatalks-club.slack.com/archives/C02R98X7DS9/p1746595763068709 learning_in_public_links: - https://x.com/LaMatemaga/status/1924301717551686001 - https://www.linkedin.com/posts/lamatemaga_github-datatalksclubmlops-zoomcamp-free-activity-7330066993926008832-gmIq/ - https://www.facebook.com/share/p/1AWY9eR5Pi/ - https://bsky.app/profile/lamatemaga.bsky.social/post/3lpimhq4ygs2t - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 10 questions_score: 5 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/LaMatemaga/mlops-zoomcamp/tree/main/02-experiment-tracking faq_contribution: 'I helped someone in the YouTube''s comments in this video: https://www.youtube.com/watch?v=cESCQE9J3ZE&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK' learning_in_public_links: - https://www.linkedin.com/posts/lamatemaga_github-datatalksclubmlops-zoomcamp-free-activity-7332672787502845952-moqc - https://x.com/LaMatemaga/status/1926907907267825823 - https://bsky.app/profile/lamatemaga.bsky.social/post/3lq2oqxm5m22z - https://www.facebook.com/pensamientostransparentes/posts/pfbid02k8Uj1TbFsecfZXfYiL8r1FPwuJFsn9bj99dayrGGGHKAv4LTqgqpYXNchEtCdrTKl - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 learning_in_public_links: - https://x.com/LaMatemaga/status/1932314197389410503 - https://bsky.app/profile/lamatemaga.bsky.social/post/3lra7746v2s24 - https://www.linkedin.com/posts/lamatemaga_github-datatalksclubmlops-zoomcamp-free-activity-7338081428896669696-iHIh - https://www.facebook.com/pensamientostransparentes/posts/pfbid02jzBpcm2Q7BGZQUAzyiVDtWCqgm2gh2TFR8VQeMqZ8oiyYRyAoe9faQ5mAsDGmSHnl - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 178 display_name: Amazing Hellman total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarl24-dev/mlops-zoomcamp/blob/main/01-intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarl24-dev/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarl24-dev/mlops-zoomcamp/tree/main/03-prefect/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarl24-dev/mlops-zoomcamp/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarl24-dev/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarl24-dev/mlops-zoomcamp/tree/main/06-best-practices - position: 179 display_name: Neha total_score: 36 projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/Nehaharish98/wine-quality-prediction-mlops.git - position: 180 display_name: Aria total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/mlops-zoomcamp/blob/main/1-intro/1-intro.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/mlops-zoomcamp/tree/main/2-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/mlops-zoomcamp - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/mlops-zoomcamp/tree/main/4-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/mlops-zoomcamp/tree/main/5-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/mlops-zoomcamp/tree/main/6-best-practices - position: 181 display_name: Matthias M total_score: 36 projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/mmotl/dtc_persona_analysis - position: 182 display_name: Nikolay Krupiy total_score: 36 projects: - project: Attempt 3 project_slug: project3 total_score: 36 project_score: 27 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/hnkovr/MyMLOps2025 - position: 183 display_name: iravkr total_score: 36 projects: - project: Attempt 2 project_slug: project2 total_score: 36 project_score: 27 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/iravkr/mlops - position: 184 display_name: Sad Babbage total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1sOYiYULFcTPeIUz7HwDso1DQgIbFIgmv#scrollTo=NFpBP_r-UzR8 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1UCmMrVohH5DWs6eIujTZcs7sqANtKKHl?usp=sharing - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1cHmeTsoH9USyIWBo5YbrSzO3nJjTfuVF?usp=sharing - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/190BxjDu3KjadVsziup5nQ4EpD9Uik3Tl - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1VR1_UaVcgZhu4LQwyt82KiwFmOtWDivN#scrollTo=sSox4HpJO6J8 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1-B3oVcP_-HFLLhL5EsshRWjQs0kTtFGz?usp=sharing - position: 185 display_name: DeepDriller total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/mlops-zc/blob/main/01-intro/Homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/mlops-zc/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/mlops-zc/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/mlops-zc/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/mlops-zc/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/mlops-zc/tree/main/06-best-practices - position: 186 display_name: Dazzling Goldstine total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlexHuc/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/AlexHuc/mlops-zoomcamp/blob/main/02-experiment-tracking/homework/homework.ipynb faq_contribution: I created a new documentation that includes also images created with AI based on the content of the chapter https://github.com/AlexHuc/mlops-zoomcamp/tree/main/02-experiment-tracking learning_in_public_links: - https://www.linkedin.com/in/alexandruhuc/ - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 4 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/AlexHuc/mlops-zoomcamp/tree/main/03-orchestration faq_contribution: I created my own documentation for this homework lesson https://github.com/AlexHuc/mlops-zoomcamp/tree/main/03-orchestration learning_in_public_links: - https://github.com/AlexHuc/mlops-zoomcamp/tree/main/03-orchestration - https://www.linkedin.com/in/alexandruhuc/ - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 4 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/AlexHuc/mlops-zoomcamp/tree/main/04-deployment faq_contribution: I created my own documentation for this homework lesson https://github.com/AlexHuc/mlops-zoomcamp/tree/main/04-deployment learning_in_public_links: - https://www.linkedin.com/in/alexandruhuc/ - https://github.com/AlexHuc/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 8 questions_score: 5 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/AlexHuc/mlops-zoomcamp/tree/main/05-monitoring/homework faq_contribution: https://github.com/AlexHuc/mlops-zoomcamp/tree/main/05-monitoring/homework learning_in_public_links: - https://github.com/AlexHuc/mlops-zoomcamp/tree/main/05-monitoring/homework - https://www.linkedin.com/in/alexandruhuc/ - position: 187 display_name: Kseniia Evans total_score: 36 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KseniiaEvans/mlops-zoomcamp/blob/main/01-intro/main.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KseniiaEvans/mlops-zoomcamp/blob/main/02-experiment-tracking/main.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KseniiaEvans/mlops-zoomcamp/blob/main/03-orchestration/main.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KseniiaEvans/mlops-zoomcamp/blob/main/04-deployment/main.py - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KseniiaEvans/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KseniiaEvans/mlops-zoomcamp/tree/main/06-best-practices - position: 188 display_name: Focused Wozniak total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/mlops-zoomcamp/tree/main/homeworks/2025/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/mlops-zoomcamp/tree/main/homeworks/2025/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/mlops-zoomcamp/tree/main/homeworks/2025/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/mlops-zoomcamp/tree/main/homeworks/2025/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/mlops-zoomcamp/tree/main/homeworks/2025/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/mlops-zoomcamp/tree/main/homeworks/2025/06-best-practices - position: 189 display_name: Zealous Shtern total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jycwy/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jycwy/mlops-zoomcamp/blob/main/02-experiment-tracking/homework/homework2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jycwy/mlops-zoomcamp/blob/main/03-orchestration/homework/homework03.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jycwy/mlops-zoomcamp/blob/main/04-deployment/homework/homework.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jycwy/mlops-zoomcamp/blob/main/05-monitoring/homework/homework.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jycwy/mlops-zoomcamp/blob/main/06-best-practices/homework/homework_06.ipynb - position: 190 display_name: Hussain Ravat total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hravat/mlops-zoomcamp-assignments/blob/master/01-Inrto/HomeWork-01.ipynb projects: - project: Attempt 1 project_slug: project1 total_score: 29 project_score: 20 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/hravat/alphafoldmlops - position: 191 display_name: Arun Prasath total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jkarun/mlops-zoomcamp/blob/feature/arun/experiments_05_25/cohorts/2025/01-intro/hm1_solution.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jkarun/mlops-zoomcamp/tree/feature/arun/experiments_05_25/cohorts/2025/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jkarun/mlops-zoomcamp/tree/feature/arun/experiments_05_25/cohorts/2025 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jkarun/mlops-zoomcamp/tree/feature/arun/experiments_05_25/cohorts/2025 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jkarun/mlops-zoomcamp/tree/feature/arun/experiments_05_25/cohorts/2025 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jkarun/mlops-zoomcamp/tree/feature/arun/experiments_05_25/cohorts/2025 - position: 192 display_name: Eager Fermi total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gdepierro/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gdepierro/mlops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gdepierro/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gdepierro/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gdepierro/mlops-zoomcamp/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gdepierro/mlops-zoomcamp/tree/main/06-best-practices - position: 193 display_name: Ba2olk2eh total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/mlops-zoomcamp-25 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/mlops-zoomcamp-25 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/mlops-zoomcamp-25 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/mlops-zoomcamp-25 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/mlops-zoomcamp-25 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 194 display_name: Goofy Villani total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blessedmadukoma/dtc-mlops-zoomcamp-solution/blob/main/01-intro/solution.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blessedmadukoma/dtc-mlops-zoomcamp-solution/tree/main/02-mlfow - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blessedmadukoma/dtc-mlops-zoomcamp-solution/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blessedmadukoma/dtc-mlops-zoomcamp-solution/blob/main/04-deployment/solution.md - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blessedmadukoma/dtc-mlops-zoomcamp-solution/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blessedmadukoma/dtc-mlops-zoomcamp-solution/tree/main/06-best-practices - position: 195 display_name: squarejay total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/squarejay/mlops-zoomcamp/blob/37556265b728164ff3ac63c6a11380eca5b50ba2/01-intro/homework-1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/squarejay/mlops-zoomcamp/tree/5ec4ea996a22e242f977dea545c4c44f6071f7bd/cohorts/2025/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/squarejay/mlops-zoomcamp/blob/8e52827469f87e44b504bd4a752fe9bda2117ee7/cohorts/2025/03-orchestration/nyc_taxi_pipeline.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/squarejay/mlops-zoomcamp/tree/98c3119188a27d85eeb69671eeaa907ef8beb88d/cohorts/2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/squarejay/mlops-zoomcamp/tree/79a8726c5a2ed9a4811a0bf7ab310d9c1ca5de22/cohorts/2025/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/squarejay/mlops-zoomcamp/tree/465b1182c6132595eecf19952e7d45860d9e284d/cohorts/2025/06-best-practices/homework - position: 196 display_name: Giri total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/glk08909/MLOps-2025/blob/main/01.Intro/Homework1.ipynb faq_contribution: "is not covered under free due to large in size or other reason..Received\ \ below reply from them.(I am referring here the Linux setup video in intro)\r\ \n\r\nFor free version you can check the free tier link. EC2 only has the below\ \ in free :\r\n\r\nResizable compute capacity in the Cloud.\r\n\r\n750 hours\ \ per month of Linux, RHEL, or SLES t2.micro or t3.micro* instance dependent\ \ on region\r\n\r\n750 hours per month of Windows t2.micro or t3.micro* instance\ \ dependent on region\r\n\r\n750 hours per month of public IPv4 address regardless\ \ of instance type\r\n\r\n*launches in Unlimited mode (may incur additional\ \ charges)\r\n\r\n\t\t\t\t\t\t\tAdded by Giri (glk08909@gmail.com)" projects: - project: Attempt 1 project_slug: project1 total_score: 31 project_score: 22 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/glk08909/mlops-hr-attrition - position: 197 display_name: Jovial Michell total_score: 35 projects: - project: Attempt 3 project_slug: project3 total_score: 35 project_score: 26 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/katjaweb/MLOps-Fake-News-Detection - position: 198 display_name: Pedantic Gould total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/euthumos/mlops/blob/master/module1/notebook.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/euthumos/mlops/tree/master/module2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/euthumos/mlops/blob/master/module3/solution.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/euthumos/mlops/blob/master/module4/solution.md - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/euthumos/mlops/blob/master/module5/solution.md - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/euthumos/mlops/blob/master/module6/solution.md - position: 199 display_name: Warren-Murphy Buff total_score: 35 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/16danielvm/MLOps-en-Zoomcamp/blob/main/01-intro/homework/Homework1.ipynb learning_in_public_links: - https://x.com/16danielvm/status/1925733811821625360 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/16danielvm/MLOps-en-Zoomcamp/blob/main/02-experiment-tracking/Homework2/Homework2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/16danielvm/MLOps-en-Zoomcamp/blob/main/03-orchestration/Homework3/homework3.ipynb learning_in_public_links: - https://www.linkedin.com/posts/16danielvm_github-datatalksclubmlops-zoomcamp-free-activity-7333882231268024320-ls2M?utm_source=share&utm_medium=member_desktop&rcm=ACoAACZo5DsBeeYG5HMipxwq_fGGptXhU0Jg0Mo - https://x.com/16danielvm/status/1928120986643153159 - https://x.com/16danielvm/status/1928120989965013332 - https://x.com/16danielvm/status/1928120992418627963 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/16danielvm/MLOps-en-Zoomcamp/blob/main/04-deployment/Homework4/Homework4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/16danielvm/MLOps-en-Zoomcamp/blob/main/05-monitoring/Homework5/Homework5.ipynb - position: 200 display_name: Ecstatic Proskuriakova total_score: 34 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/mlops25-hw1 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/mlops25-hw2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/mlops25-hw3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/mlops25-hw4-airflow - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/mlops25-hw5-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/mlops25-hw6-best-practices - position: 201 display_name: Barkov Ivan total_score: 34 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/barkazz/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/barkazz/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/barkazz/mlops-zoomcamp/tree/main/03-orchestration/dags - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/barkazz/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/barkazz/mlops-zoomcamp/tree/main/05-monitoring/homework/post-evidently-0.7 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/barkazz/mlops-zoomcamp/tree/main/06-best-practices - position: 202 display_name: Dreamy Mendeleev total_score: 34 projects: - project: Attempt 2 project_slug: project2 total_score: 34 project_score: 25 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/Dung8229/stock_forecast.git - position: 203 display_name: Pedantic Pasteur total_score: 34 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nikhilj9/mlops-zoomcamp/blob/main/01-Intro/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/activity-7330257091166683137-lfc-?utm_source=share&utm_medium=member_desktop&rcm=ACoAADbIK9AByiTlNGAqEFbwDbRHzFWBduwb6MM - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nikhilj9/mlops-zoomcamp/tree/main/02-experiment-tracking/homework learning_in_public_links: - https://www.linkedin.com/posts/activity-7333089993617256449-DQNf?utm_source=share&utm_medium=member_desktop&rcm=ACoAADbIK9AByiTlNGAqEFbwDbRHzFWBduwb6MM - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nikhilj9/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nikhilj9/mlops-zoomcamp/tree/main/04-deployment learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7341039315994435584/ - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nikhilj9/mlops-zoomcamp/tree/main/05-monitoring learning_in_public_links: - https://www.linkedin.com/posts/activity-7344013121881018369-4GW4?utm_source=share&utm_medium=member_desktop&rcm=ACoAADbIK9AByiTlNGAqEFbwDbRHzFWBduwb6MM - position: 204 display_name: Jaswanth K total_score: 34 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jaswanth333/mlops-zoomcamp-2025/blob/main/cohorts/2025/01-intro/homework_1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jaswanth333/mlops-zoomcamp-2025/tree/main/cohorts/2025/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jaswanth333/mlops-zoomcamp-2025/tree/main/cohorts/2025/03-orchestration/taxi_project - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jaswanth333/mlops-zoomcamp-2025/tree/main/cohorts/2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jaswanth333/mlops-zoomcamp-2025/tree/main/cohorts/2025/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/jaswanth333/mlops-zoomcamp-2025/tree/main/cohorts/2025/06-best-practices/homework faq_contribution: https://dev.to/balwanishivam/setting-up-an-s3-bucket-in-localstack-2f89 - position: 205 display_name: SergioCan total_score: 34 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_2025_mlops_course - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_2025_mlops_course.git - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_2025_mlops_course - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_2025_mlops_course - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_2025_mlops_course - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_2025_mlops_course - position: 206 display_name: Russell Santos total_score: 34 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/mlops-zoomcamp-2025/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/mlops-zoomcamp-2025/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/mlops-zoomcamp-2025/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/mlops-zoomcamp-2025/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/mlops-zoomcamp-2025/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/mlops-zoomcamp-2025/tree/main/06-best-practices/homework - position: 207 display_name: Stoic Ride total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/n-zalok/mlops-zoomcamp/blob/main/01-intro/homework_01.ipynb learning_in_public_links: - https://www.linkedin.com/posts/noor-zalouk_mlops-zoomcamp01-introhomework01ipynb-activity-7329227890422648834-L5TD?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFfsRZ4BgEd7ip_XeIUfLHm16zSNoaz2JME - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/n-zalok/mlops-zoomcamp/tree/main/02-experiment-tracking learning_in_public_links: - https://www.linkedin.com/posts/noor-zalouk_%F0%9D%90%85%F0%9D%90%A2%F0%9D%90%A7%F0%9D%90%A2%F0%9D%90%AC%F0%9D%90%A1%F0%9D%90%9E%F0%9D%90%9D-%F0%9D%90%AD%F0%9D%90%A1%F0%9D%90%9E-%F0%9D%90%AC%F0%9D%90%9E%F0%9D%90%9C%F0%9D%90%A8%F0%9D%90%A7%F0%9D%90%9D-%F0%9D%90%B0%F0%9D%90%9E-activity-7330697582450511872-RW3q?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFfsRZ4BgEd7ip_XeIUfLHm16zSNoaz2JME - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/n-zalok/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/n-zalok/mlops-zoomcamp/tree/main/04-deployment/airflow learning_in_public_links: - https://www.linkedin.com/posts/noor-zalouk_mlops-zoomcamp04-deploymentairflowpredictpy-activity-7343291677404450818-Z1j5?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFfsRZ4BgEd7ip_XeIUfLHm16zSNoaz2JME - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/n-zalok/mlops-zoomcamp/tree/main/05-monitoring learning_in_public_links: - https://www.linkedin.com/posts/noor-zalouk_mlops-zoomcamp05-monitoringappairflow-activity-7345181327173791744-EDvh?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFfsRZ4BgEd7ip_XeIUfLHm16zSNoaz2JME - position: 208 display_name: Suspicious Leakey total_score: 33 projects: - project: Attempt 3 project_slug: project3 total_score: 33 project_score: 24 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/JDede1/loan_default_prediction - position: 209 display_name: Exciting Pare total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/mlopszoomcamp/blob/main/1-intro/homework.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/mlopszoomcamp/blob/main/2-experiment-tracking/homework.md - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/mlopszoomcamp/blob/main/3-orchestration/homework.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/mlopszoomcamp/blob/main/4-deployment/homework.md - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/mlopszoomcamp/blob/main/5-monitoring/homework.md - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/mlopszoomcamp/blob/main/6-best-practices/homework.md - position: 210 display_name: Beautiful Neumann total_score: 33 projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/Ramsi-K/mlops-text-summariser - position: 211 display_name: Fantastic Pascal total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/danstd/mlops-zoomcamp/blob/main/Week%201%20Work/hw_1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/danstd/mlops-zoomcamp/blob/main/Week%202%20Work/hw_2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/danstd/mlops-zoomcamp/tree/main/Week%203%20Work - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/danstd/mlops-zoomcamp/tree/main/Week%204%20Work - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/danstd/mlops-zoomcamp/tree/main/Week%205%20Work - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/danstd/mlops-zoomcamp/tree/main/Week_6_Work - position: 212 display_name: Tsilavina ANDRI-NTSOA total_score: 33 projects: - project: Attempt 2 project_slug: project2 total_score: 33 project_score: 24 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/insurance_premium_prediction.git - position: 213 display_name: Heodi total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heodi510/mlops-zoomcamp/blob/main/01-intro/ch01.ipynb faq_contribution: NA - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heodi510/mlops-zoomcamp/tree/main/cohorts/2025/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heodi510/mlops-zoomcamp - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heodi510/mlops-zoomcamp/tree/main/cohorts/2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heodi510/mlops-zoomcamp/blob/main/cohorts/2025/05-monitoring/homework_05.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heodi510/mlops-zoomcamp/tree/main/cohorts/2025/06-best-practices/homework - position: 214 display_name: Trusting Sinoussi total_score: 32 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dhanraj989/mlops-zoomcamp/blob/main/01-intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dhanraj989/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dhanraj989/mlops-zoomcamp/tree/main/03-orchestration/homework_03 learning_in_public_links: - https://youtu.be/ITYYOTK0WE8?si=1TQKEednpAgjk9BD , https://youtu.be/5peQThvQmQk?si=ReEawlAUuOS3cYQa - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dhanraj989/mlops-zoomcamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dhanraj989/mlops-zoomcamp/tree/main/05-monitoring learning_in_public_links: - https://youtu.be/cgc3dSEAel0?si=J1qotxyTkSY5-r9l - position: 215 display_name: Lima total_score: 32 projects: - project: Attempt 3 project_slug: project3 total_score: 32 project_score: 23 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/mlops-zoomcamp-project-paris-price-house - position: 216 display_name: Bokelo.🚀 total_score: 32 projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 22 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/krutto89/mlops-diamond-pricing learning_in_public_links: - https://x.com/KelvinBokelo/status/1950144359157862699 - position: 217 display_name: Funny Jones total_score: 32 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mar1-k/mlops-zoomcamp/tree/main/hw2 projects: - project: Attempt 2 project_slug: project2 total_score: 28 project_score: 19 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/fruit_image_classification - position: 218 display_name: Mystifying Hellman total_score: 32 homeworks: - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/conradorg/mlops-zoomcamp/tree/ba2882b7255e149a7d56b319675d14d87fcb4e4a/05-monitoring/homework projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 17 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/conradorg/biological-age-regression - position: 219 display_name: Vigilant Fermi total_score: 32 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kanewilliams/ZoomCamp-HW - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kanewilliams/ZoomCamp-HW/tree/main/25-MLOps - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kanewilliams/ZoomCamp-HW/tree/main/25-MLOps - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kanewilliams/ZoomCamp-HW/tree/main/25-MLOps - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kanewilliams/ZoomCamp-HW - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kanewilliams/ZoomCamp-HW/blob/main/25-MLOps/Module06/homework_answers.md - position: 220 display_name: Vicious Andrada total_score: 32 projects: - project: Attempt 2 project_slug: project2 total_score: 32 project_score: 23 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/buzdugan/mlops_zoomcamp - position: 221 display_name: Rita Uzoka total_score: 32 projects: - project: Attempt 3 project_slug: project3 total_score: 32 project_score: 23 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/Rita-cyber/Predicting-UK-Train-Delays-in-Real-Time-and-Classifying-Route-Risk - position: 222 display_name: MUHAMMAD QASIM total_score: 31 projects: - project: Attempt 2 project_slug: project2 total_score: 31 project_score: 22 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/MuhammadQasim111/DIABETES_ML_OPS faq_contribution: 'YES' - position: 223 display_name: Elegant Sanderson total_score: 31 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nrigheriu/mlops-zoomcamp/blob/main/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nrigheriu/mlops-zoomcamp/blob/main/homework_2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nrigheriu/mlops-zoomcamp/blob/main/homework3.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nrigheriu/mlops-zoomcamp/blob/main/homework_4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nrigheriu/mlops-zoomcamp/tree/main/best_practices/tests - position: 224 display_name: Lord Totopo total_score: 31 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/errodriguez/mlops-zcamp/blob/master/01-intro/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/errodriguez/mlops-zcamp/blob/master/02-experiment-tracking/hw2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/errodriguez/mlops-zcamp/blob/master/03-orchestration/HW3.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/errodriguez/mlops-zcamp/blob/master/04-deployment/Homework/hw4.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/errodriguez/mlops-zcamp/tree/master/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/errodriguez/mlops-zcamp/tree/master/06-best-practices/Homework - position: 225 display_name: Eager Perlman total_score: 31 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/MyatKaung/mlops_zoomcamp/tree/main/02_Experiment_Tracking faq_contribution: N/A learning_in_public_links: - https://medium.com/@kmyat3116/mastering-ml-experiment-tracking-with-mlflow-a-deep-dive-into-02-experiment-tracking-a83463f1b728 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/MyatKaung/mlops_zoomcamp/tree/main/03-Orchestration/airflow_mlflow_homework faq_contribution: I think it is better to show the solution with airflow as currently it is stable and widely used. learning_in_public_links: - https://medium.com/@kmyat3116/building-a-robust-ml-pipeline-with-airflow-and-mlflow-on-gcp-776e5e392635 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MyatKaung/mlops_zoomcamp/tree/main/04_Deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MyatKaung/mlops_zoomcamp/tree/main/05-Monitoring faq_contribution: na - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/MyatKaung/mlops_zoomcamp/tree/main/06_best_practices faq_contribution: all good - position: 226 display_name: Suspicious Wescoff total_score: 31 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sergiosm3GIT/mlops-zoomcamp1/tree/main/2-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sergiosm3GIT/mlops_zoomcamp_2025/blob/main/03-orchestration/duration-prediction-hw.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sergiosm3GIT/mlops_zoomcamp_2025/blob/main/04-deployment/starter.py projects: - project: Attempt 3 project_slug: project3 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/Sergiosm3GIT/pollution_prediction - position: 227 display_name: Mohamed Mostafa total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MohamedMostafa259/MLOps-Zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MohamedMostafa259/MLOps-Zoomcamp/blob/main/03-orchestration/prefect_flow.py projects: - project: Attempt 2 project_slug: project2 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: false github_link: https://github.com/MohamedMostafa259/LandType-Sentinel2-Segmentation - position: 228 display_name: Dreamy Bohr total_score: 30 projects: - project: Attempt 1 project_slug: project1 total_score: 30 project_score: 21 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/brem-21/mlops_zoomcamp - position: 229 display_name: Infallible Babbage total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/mlops-zoomcamp-2025/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/mlops-zoomcamp-2025/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/mlops-zoomcamp-2025/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/mlops-zoomcamp-2025/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdanussi/mlops-zoomcamp-2025/tree/main/05-monitoring - position: 230 display_name: Magical Nash total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WafaaFadlelmula/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WafaaFadlelmula/mlops-zoomcamp/tree/main/02-experiment_tracking/homework02 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WafaaFadlelmula/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WafaaFadlelmula/mlops-zoomcamp/tree/main/04-deployment/homework04 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WafaaFadlelmula/mlops-zoomcamp/tree/main/05-monitoring/homework05 - position: 231 display_name: Relaxed Almeida total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mustafacavusoglu/mlops-zoomcamp-2025/blob/main/homeworks/week1/solution.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mustafacavusoglu/mlops-zoomcamp-2025/tree/main/homeworks/week2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mustafacavusoglu/mlops-zoomcamp-2025/tree/main/homeworks/week3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mustafacavusoglu/mlops-zoomcamp-2025/tree/main/homeworks/week4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mustafacavusoglu/mlops-zoomcamp-2025/tree/main/homeworks/week5 - position: 232 display_name: Sattar Stamkul total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/devishot/jupyter_notebooks_archive/blob/main/datatalks_mlops_zoomcamp/notebooks/1_module_homework.ipynb learning_in_public_links: - https://x.com/devishot_ai/status/1923801241403982007 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/devishot/jupyter_notebooks_archive/tree/main/datatalks_mlops_zoomcamp/module_2_mlflow/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/devishot/jupyter_notebooks_archive/blob/main/datatalks_mlops_zoomcamp/module_3/homework_prefect/module_3_homework_prefect_train_pipeline.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/devishot/jupyter_notebooks_archive/tree/main/datatalks_mlops_zoomcamp/module_4_deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/devishot/jupyter_notebooks_archive/tree/main/datatalks_mlops_zoomcamp/module_5_monitoring/homework - position: 233 display_name: Thirsty Cray total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/01-intro/homework.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/02-experiment-tracking/homework.md - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/03-orchestration/homework.md - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/04-deployment/homework.md - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/05-monitoring/homework.md - position: 234 display_name: Cool Teller total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravanidev/MLOPS-ZoomCamp/blob/main/01-intro/Homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/shravanidev/MLOPS-ZoomCamp/tree/main/02-experimentTracking learning_in_public_links: - https://github.com/shravanidev/MLOPS-ZoomCamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravanidev/MLOPS-ZoomCamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravanidev/MLOPS-ZoomCamp/tree/main/04-deployment - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravanidev/MLOPS-ZoomCamp/tree/main/05-monitoring - position: 235 display_name: San total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thant-san/mlopsZoomcamp/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thant-san/mlops-zoomcamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/thant-san/mlopsZoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 236 display_name: Distracted Pare total_score: 29 projects: - project: Attempt 2 project_slug: project2 total_score: 29 project_score: 20 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/carolinelile/healthcare_mlops_pipeline - position: 237 display_name: Funny Keldysh total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 238 display_name: METAL KRAKEN total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 10 questions_score: 6 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/shanxS/mlops-zoomcamp-1/blob/main/01-intro/homework.ipynb faq_contribution: "1. Criteria for getting a certificate?\r\n2. Is completion\ \ of Homework assignment necessary for a certificate?" learning_in_public_links: - https://x.com/sha__shank_/status/1922691908414964169 - https://x.com/sha__shank_/status/1922725194327556458 - https://x.com/sha__shank_/status/1921255874997166452 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/shanxS/mlops-zoomcamp-1 learning_in_public_links: - https://x.com/_other_half/status/1926776029080584564 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/shanxS/mlops-zoomcamp-1/tree/main/03-orchestration learning_in_public_links: - https://github.com/shanxS/mlops-zoomcamp-1/tree/main/03-orchestration - https://x.com/_other_half/status/1926776279145058586 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 239 display_name: Focused Swanson total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/mlops-zoomcamp/blob/main/01-intro/01homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/mlops-zoomcamp/tree/main/02-expe - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/mage-ai/tree/master/mlops - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/mlops-zoomcamp-origin/tree/main/cohorts/2025/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/mlops-zoomcamp-origin/tree/main/05-monitoring - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/mlops-zoomcamp-origin/tree/main/06-best-practices - position: 240 display_name: Heuristic Napier total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 241 display_name: Wan Nur Shafiqah total_score: 28 projects: - project: Attempt 2 project_slug: project2 total_score: 28 project_score: 18 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/shanurwan/retirement-readiness learning_in_public_links: - https://www.linkedin.com/posts/wan-shafiqah-852636223_github-shanurwanretirement-readiness-activity-7352824689834020864-z8Zj?utm_source=share&utm_medium=member_desktop&rcm=ACoAADgoGD4BEhK-sDia3wCRx12uho9ob8fDRQU - position: 242 display_name: Cristian Alzate Urrea total_score: 28 projects: - project: Attempt 2 project_slug: project2 total_score: 28 project_score: 19 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/calzateu/customer-churn-mlops - position: 243 display_name: Nervous Ritchie total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kadipa/MLOps_20225/blob/main/week1/week1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kadipa/MLOps_20225/blob/main/week2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kadipa/MLOps_20225/tree/main/week3 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kadipa/MLOps_20225/tree/main/week4 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kadipa/MLOps_20225/tree/main/week5 - position: 244 display_name: Sleepy Banach total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iocariz/MLOps_zoomcamp_2025 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iocariz/MPops-zoomcamp/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iocariz/MLOps-zoomcamp/tree/main/03-orchestation - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iocariz/MLOps-zoomcamp/tree/main/04-deployment/mlops-deploy - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iocariz/MLOps-zoomcamp/tree/main/05-monitoring - position: 245 display_name: April He total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/April-hjy217/mlops projects: - project: Attempt 2 project_slug: project2 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/April-hjy217/AUSHousingML - position: 246 display_name: Sleepy Goldstine total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/mlops/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/mlops/blob/main/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/mlops/tree/main/03-orchestration/nyc_taxi_trips/nyc_taxi_trips - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/mlops/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/mlops/blob/main/05-monitoring/homework.ipynb - position: 247 display_name: Zen Noether total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joweyel/mlops-material/tree/main/1-Introduction/homework-25 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joweyel/mlops-material/tree/main/2-Experiment-Tracking/homework-25 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joweyel/mlops-material/tree/main/3-Orchestration/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joweyel/mlops-material/tree/main/4-Deployment/homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/joweyel/mlops-material/tree/main/6-Best-Practices/homework - position: 248 display_name: Dewi Nurfitri Oktaviani total_score: 27 projects: - project: Attempt 2 project_slug: project2 total_score: 27 project_score: 18 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/oktavianidewi/mlops-zc-2025 - position: 249 display_name: Heuristic Khorana total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/authentic7/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/authentic7/mlops-zoomcamp/blob/main/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/damianm-dev/mlops-zoomcamp/tree/main/03-orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/damianm-dev/mlops-zoomcamp/blob/main/04-deployment/starter.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/damianm-dev/mlops-zoomcamp/blob/main/05-monitoring/homework.ipynb - position: 250 display_name: Priceless Boyd total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RavishaJain/MLOPS/blob/main/02-experiment-tracking/Homework-02.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RavishaJain/MLOPS/tree/main/orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RavishaJain/MLOPS/blob/main/05-monitoring/baseline_model_nyc_taxi_data.ipynb - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 251 display_name: Elegant Hugle total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/mlops-zoomcamp/blob/main/1_intro/unit1_homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/mlops-zoomcamp/blob/main/2_experiment_tracking/unit2_homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/mlops-zoomcamp/blob/main/3_orchestration/unit3_homework.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/mlops-zoomcamp/blob/main/4_deployment/unit4_homework.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/viviensiu/mlops-zoomcamp/blob/main/5_model_monitoring/unit5_homework.ipynb - position: 252 display_name: Oche total_score: 26 projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 17 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/MLOps_spine_disease - position: 253 display_name: Festive Mendeleev total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gishoo/mlops-zoomcamp/blob/main/01-intro/homework.ipynb projects: - project: Attempt 2 project_slug: project2 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/gishoo/RedditTitleSentiment# - position: 254 display_name: Compassionate Pare total_score: 26 projects: - project: Attempt 2 project_slug: project2 total_score: 26 project_score: 17 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/wingylui/MLOps_zoomcamp/tree/main/project - position: 255 display_name: Tender Franklin total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module1/homework_w1.ipynb learning_in_public_links: - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module1 - https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/01-intro/duration-prediction.ipynb - https://www.youtube.com/watch?v=qqZU8nBtH90&list=PL3MmuxUbc_hLDZ8j0yyeX14N7fGfV4ovC - https://www.youtube.com/watch?v=rv43YJQsZIw&list=PL3MmuxUbc_hLDZ8j0yyeX14N7fGfV4ovC&index=2 - https://www.youtube.com/watch?v=s0uaFZSzwfI&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK&index=1 - https://www.youtube.com/watch?v=MzcmWXYxi2s&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK&index=2 - https://www.youtube.com/watch?v=iRunifGSHFc&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK&index=5 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module2/homework_w2.ipynb learning_in_public_links: - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module2/homework_w2.ipynb - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module2/mlflow.db - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module2/homework/train.py - https://github.com/congltk1234/mlops-zoomcampt-course/tree/main/Module2/homework - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module2/homework/hpo.py - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/Module2/homework/preprocess_data.py - https://github.com/congltk1234/mlops-zoomcampt-course/blob/main/.gitignore - position: 256 display_name: Tanuki Udon total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DataTalksClub/mlops-zoomcamp/blob/main/cohorts/2025/01-intro/homework.md - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 257 display_name: Mystifying Brattain total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/1cA6KAu3fQKy5qWDAxw3dBL90us3WZcDN?usp=sharing learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7330222943446241280/ - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/drive/16V4_O1rHsIIST_O4WxKidFaFWAnW-y1N?usp=sharing learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7333861317688127489/ - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/yasin-arkan/mlops/tree/master/w3 learning_in_public_links: - https://www.linkedin.com/posts/yasin-ergin-arkan-571669214_github-datatalksclubmlops-zoomcamp-free-activity-7337909796521529344-ah-7?utm_source=share&utm_medium=member_desktop&rcm=ACoAADYz7eUBKd6Dbjx2P60_8QSwE92Ix_A2e-M - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/yasin-arkan/mlops/tree/master/04 learning_in_public_links: - https://www.linkedin.com/posts/yasin-ergin-arkan-571669214_github-datatalksclubmlops-zoomcamp-free-activity-7341139667515289600-QY7K?utm_source=share&utm_medium=member_desktop&rcm=ACoAADYz7eUBKd6Dbjx2P60_8QSwE92Ix_A2e-M - position: 258 display_name: Heuristic Ellis total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ce20b027/mlops_may_2025/tree/main - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ce20b027/mlops_may_2025/tree/main - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ce20b027/mlops_may_2025.git - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ce20b027/mlops_may_2025/blob/main/homework_5.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ce20b027/mlops_may_2025.git - position: 259 display_name: Diana Pratiwi total_score: 25 projects: - project: Attempt 3 project_slug: project3 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/deedeepratiwi/mlops-hotel-cancellation - position: 260 display_name: Gallant Austin total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/chuksoo/mlops-zoomcamp-2025/blob/main/01%20-%20Intro/Homework%201.ipynb learning_in_public_links: - https://x.com/CodeWithChuksoo/status/1920693992729039144 - https://x.com/CodeWithChuksoo/status/1920696895157961055 - https://medium.com/@Iceman_subzero/from-chaos-to-automation-the-5-levels-of-mlops-maturity-c22c548f7710 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/chuksoo/mlops-zoomcamp-2025/blob/main/02%20-%20Experiment%20Tracking/homework/Homework%202.ipynb learning_in_public_links: - https://medium.com/@Iceman_subzero/from-chaos-to-automation-the-5-levels-of-mlops-maturity-c22c548f7710 - https://x.com/CodeWithChuksoo/status/1921026976183173516 - https://x.com/CodeWithChuksoo/status/1921968109600022681 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/chuksoo/mlops-zoomcamp-2025/tree/main/03%20-%20Orchestration/homework/mlops/homework%2003 learning_in_public_links: - https://x.com/CodeWithChuksoo/status/1932281981687206144 - position: 261 display_name: Aly Alsayed Aly total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alyalsayed/Mlops-Journey/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/alyalsayed/Mlops-Journey/tree/main/02-experiment-tracking learning_in_public_links: - https://x.com/AlyAlsayed123/status/1926967960540684738 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alyalsayed/Mlops-Journey/tree/main/03-orchestration - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alyalsayed/Mlops-Journey/tree/main/ - position: 262 display_name: Hopeful Matsumoto total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fenniez2334/mlops-zoomcamp-fz/blob/main/01-intro/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fenniez2334/mlops-zoomcamp-fz/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fenniez2334/mlops-zoomcamp-fz/tree/main/03-orchestration/prefect/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fenniez2334/mlops-zoomcamp-fz/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fenniez2334/mlops-zoomcamp-fz/blob/main/05-monitoring/homework/homework.md - position: 263 display_name: Naughty Stallman total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/h-sutiwas/mlops-journey/blob/main/01-intro/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/sutiwas-jitsopak-frenzy_mlops-mlopszoomcamp-machinelearning-activity-7327939907576909825-gR5R?utm_source=share&utm_medium=member_desktop&rcm=ACoAAD-0AGQByTzXsS_QjAiz_LP5AKD6ZtV0nHU - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/h-sutiwas/mlops-journey/tree/main/03-orchestration/nyc-taxi-ml - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/h-sutiwas/mlops-journey/tree/main/04-deployment/homework - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/h-sutiwas/mlops-journey/tree/main/05-monitoring/homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/h-sutiwas/mlops-journey/tree/main/06-best-practices/homework - position: 264 display_name: Hungry Nightingale total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/YYHugo/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - 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position: 278 display_name: Angry Payne total_score: 23 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/mlops-zoomcamp/blob/main/jose_homework/hw01/hw01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/mlops-zoomcamp/tree/main/jose_homework/hw02 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/mlops-zoomcamp/blob/main/jose_homework/hw03/jg_hw03.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/mlops-zoomcamp/tree/main/jose_homework/hw04 - position: 279 display_name: Vibrant Black total_score: 23 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SujalNeupane9/mlops-zoomcamp/blob/main/01.%20Intro/Homework_Intro.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7325526660844277761/ - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/SujalNeupane9/mlops-zoomcamp/tree/main/02.%20Experiment%20Tracking learning_in_public_links: - https://www.linkedin.com/posts/sujal-neupane-2a9a2b210_mlopszoomcamp-mlops-machinelearning-activity-7331963813677674496-yUXj?utm_source=share&utm_medium=member_desktop&rcm=ACoAADWLpeEBFVLcmLUOtLzSpl3sG9sl8WPT4KI - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SujalNeupane9/mlops-zoomcamp/tree/main/03.%20Training%20Pipelines - 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position: 303 display_name: Busy Bartik total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/upekads/MLOps-zoomcamp/blob/main/01-Intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/upekads/MLOps-zoomcamp/tree/main/02-Experiment_tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/upekads/MLOps-zoomcamp/tree/main/03-Orchestration - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/upekads/MLOps-zoomcamp/tree/main/04-deployment - position: 304 display_name: Happy Darwin total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yyy440/mlops-zoomcamp2025/blob/main/01-intro/homework1.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yyy440/mlops-zoomcamp2025/blob/main/03-orchestration/homework/orchestration_pipeline.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yyy440/mlops-zoomcamp2025/tree/main/04-deployment/homework - homework: 'Homework 6: Best Practices' homework_slug: hw6 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yyy440/mlops-zoomcamp2025/tree/main/06-best-practices/homework - position: 305 display_name: Yunhan Zhan total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yhzhan/mlops-zoomcamps/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/yhzhan/mlops-zoomcamps/tree/main/02-experiment-tracking faq_contribution: Since sklearn 1.6.1, use root_mean_squared_error instead mean_squared_error(.,.,sqaured=False) to calculate rmse - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/yhzhan/mlops-zoomcamps/blob/main/03-orchestration/homework_flow.py faq_contribution: If you want to run and deploy on the prefect cloud, please remember prefect update their command in the new version. And it is not possible to download nyc by prefect cloud serverless deployment. learning_in_public_links: - https://docs.prefect.io/v3/get-started - position: 306 display_name: Strange Borg total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/jxareas/mlops-zoomcamp-2025/blob/feat/hw1/introduction/01-introduction-mlops/homework/hw1.ipynb faq_contribution: "Recommendation: intalling miniforge3 instead of anaconda.\r\ \nLocated at the WSL Instructions part of the document." learning_in_public_links: - https://github.com/jxareas/mlops-zoomcamp-2025/blob/feat/hw1/introduction/01-introduction-mlops/homework/hw1.ipynb - https://github.com/jxareas/mlops-zoomcamp-2025/blob/feat/hw1/introduction/notes/01-01-mlops-overview.md - https://github.com/jxareas/mlops-zoomcamp-2025/blob/feat/hw1/introduction/notes/01-02-conda-v-miniforge.md - https://github.com/jxareas/mlops-zoomcamp-2025/blob/feat/hw1/introduction/notes/01-03-mlops-maturity-model.md - https://github.com/jxareas/mlops-zoomcamp-2025/blob/feat/hw1/introduction/notes/01-04-experiment-tracking.md - https://github.com/jxareas/mlops-zoomcamp-2025/tree/feat/hw1/introduction/notes - https://github.com/jxareas/mlops-zoomcamp-2025 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/jxareas/mlops-zoomcamp-2025/blob/homework2/experiment-tracking/02-experiment-tracking/homework/homework2.ipynb faq_contribution: Add 'Old version of glibc when running XGBoost' which is a pretty recent warning I was getting (and anyone who installed XGBoost via conda) as of pretty recent (May 26th), however, someone working with pip might get this warning and might even not be able to work with XGBoost if they install the old linux variant which supports old glibc. - position: 307 display_name: Uma total_score: 20 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/uma-ram/mlops-training/blob/main/01-intro/Homework%20Week1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/uma-ram/mlops-training/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/uma-ram/mlops-training/blob/main/03-orchestration/code/duration-prediction.ipynb - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/uma-ram/mlops-training/blob/main/05-monitoring/baseline_model_nyc_taxi_data.ipynb - position: 308 display_name: Fantastic Sutherland total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 learning_in_public_links: - https://github.com/belkina003/mlops_zoomcamp_2025/blob/main/Homework_1/lesson1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/belkina003/mlops_zoomcamp_2025/tree/main/Homework_2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/belkina003/mlops_zoomcamp_2025/tree/main/Homework_3 - position: 309 display_name: Vigilant Jennings total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/spydann/Yellow-Trips-Duration/blob/main/Yellow_trips.ipynb learning_in_public_links: - https://x.com/spydann/status/1924459410958516354?t=GHy928dDylyNrXSs_P7BQw&s=19 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/spydann/yc-taxi-duration-prediction- learning_in_public_links: - https://x.com/spydann/status/1927381765896778029 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/spydann/yc-taxi-duration-prediction-/tree/main faq_contribution: none learning_in_public_links: - https://x.com/spydann/status/1932493261903745036?t=QyNfWssARJDbcBbx_r2JrQ&s=08 - https://x.com/spydann/status/1932493754599936102?t=0xpnIEG6SvkzXibU0rankQ&s=08 - position: 310 display_name: Zhiye total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Wzhiye/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Wzhiye/mlops-zoomcamp/tree/main/02-Experiment_Tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Wzhiye/mlops-zoomcamp/tree/main/03-Orchestration - position: 311 display_name: Laughing Gagarin total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hravat/mlops-zoomcamp-assignments/blob/main/01-Inrto/HomeWork-01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hravat/mlops-zoomcamp-assignments/blob/main/02-Experiment%20Tracking/Homework-02.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hravat/DTC-MLOps/blob/main/03-Orchestration/Homework.md - position: 312 display_name: Eloquent Kapitsa total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/codac-black/mlops_zoomcamp2025/tree/main/01-intro learning_in_public_links: - https://www.linkedin.com/posts/bruno-maisiba-9a6808238_this-article-focuses-on-implementing-mlops-activity-7326550239081844736-jxFV?utm_source=share&utm_medium=member_desktop&rcm=ACoAADs1W44B0GguK0UxH4ACaVmkwZtzdGoF7ic - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/codac-black/mlops_zoomcamp2025/tree/main/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/codac-black/mlops_zoomcamp2025/tree/main/03-Orchestration - position: 313 display_name: Busy Beaver total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PathornKiti/mlops_zoomcamp_2025/blob/main/homework1/hw1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PathornKiti/mlops_zoomcamp_2025/tree/main/homework2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PathornKiti/mlops_zoomcamp_2025/tree/main/homework3 - position: 314 display_name: Romantic Michell total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzzzzdy/mlops-zoomcamp/blob/main/01-intro/homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzzzzdy/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dzzzzdy/mlops-zoomcamp/tree/main/03-orchestration/homework - position: 315 display_name: Dataninsight total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/dataninsight/mlops-zoomcamp/blob/main/01-intro/Homework%201%20-%20%20Introduction.ipynb faq_contribution: What is the criteria of scoring home work? learning_in_public_links: - https://medium.com/@dataninsight/the-invisible-debt-collector-technical-debt-in-machine-learning-89ba6e546dfb - https://medium.com/@dataninsight/machine-learning-in-production-challenges-56b86fa1aba3 - https://medium.com/@dataninsight/machine-learning-in-production-challenges-b60e73ed6e12 - https://www.linkedin.com/posts/dataninsight_mlopszoomcamp-mlops-machinelearning-activity-7325250536033730560-kE9m?utm_source=share&utm_medium=member_desktop&rcm=ACoAABwPqLoB6CbiybEipWdQreS0HF8en0ZsV-0 - https://medium.com/@dataninsight/what-is-mlops-f50cd8050709 - https://medium.com/@dataninsight/mlops-building-and-automating-end-to-end-machine-learning-systems-df81796bbede - https://x.com/shraddhavivaan/status/1919490106785710571 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dataninsight/mlops-zoomcamp/blob/main/02-experiment-tracking/Homework-02-Solution.ipynb - position: 316 display_name: Silly Keller total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SKekana/ML-Ops-ZoomCamp-2025/tree/main/Week%201/Homework - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SKekana/ML-Ops-ZoomCamp-2025/tree/main/Week%202/Homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SKekana/ML-Ops-ZoomCamp-2025/tree/main/Week%203/Homework - position: 317 display_name: Keen Yalow total_score: 18 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IoanaT/mlops-zoomcamp/tree/main/03-orchestration/nyc-taxi/pipelines/nyc_taxi_pipeline - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IoanaT/mlops-zoomcamp - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IoanaT/mlops-zoomcamp - position: 318 display_name: Relaxed Neumann total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pepe-alpa/MLOps-Zoomcamp/blob/main/01-intro/Homework01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pepe-alpa/MLOps-Zoomcamp/blob/main/02-experiment-tracking/Homework/homework_02.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pepe-alpa/MLOps-Zoomcamp/blob/main/03-orchestration/Homework03.ipynb - position: 319 display_name: sskorol total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sskorol/mlops-zoomcamp-hw/tree/mlops-zoomcamp-hw1 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sskorol/mlops-zoomcamp-hw2/tree/mlops-zoomcamp-hw2 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sskorol/mlops-zoomcamp-homework/tree/mlops-zoomcamp-hw3 - position: 320 display_name: Admiring Saha total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/waseemshammout/mlop-zoomcamp/blob/main/01-intro/Module1_homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/waseemshammout/mlop-zoomcamp/tree/main/02-Experiment%20Tracking/Homework_module - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/waseemshammout/mlop-zoomcamp/tree/main/03-Orchestration/Homework_Module_3 - position: 321 display_name: Inspiring Wing total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/M2008/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/M2008/mlops-zoomcamp/tree/main/02-experiment-tracking/homework - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/M2008/mlops-zoomcamp/blob/main/03-orchestration/homework/homework_3.py - position: 322 display_name: Relaxed Cori total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranchana-k/ranckir-mlops-zoomcamp2025/blob/main/01-Introduction/01_Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranchana-k/ranckir-mlops-zoomcamp2025/tree/main/02-Experiment-Tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranchana-k/ranckir-mlops-zoomcamp2025/blob/main/03-Orchestration/homework.md - position: 323 display_name: Inspiring Agnesi total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/mlops-zoomcamp-2025-practice/tree/main/homework/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/mlops-zoomcamp-2025-practice/tree/main/homework/02-experiment-tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/mlops-zoomcamp-2025-practice/tree/main/homework/03-orchestration - position: 324 display_name: Brave Teller total_score: 18 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ananya-mh/mlops-zoomcamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ananya-mh/mlops-zoomcamp - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ananya-mh/mlops-zoomcamp - position: 325 display_name: Jose C. total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jicrcastro/mlops-zoomcamp/blob/main/01-intro/homework-01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jicrcastro/mlops-zoomcamp/tree/main/homework%2002 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jicrcastro/mlops-zoomcamp/tree/main/homework03 - position: 326 display_name: Hopeful Kepler total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yezergmorales/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yezergmorales/mlops-zoomcamp/blob/main/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yezergmorales/mlops-zoomcamp/blob/main/dags/dag_duration_prediction.py - 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https://github.com/BilalNaseem1/MLOps_Zoomcamp_25 - https://x.com/bilal132164/status/1927329101783732534 - position: 354 display_name: Sakib Zaman total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SakibZaman021/Duration_Prediction - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SakibZaman021/Duration_Prediction - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SakibZaman021/Duration_Prediction - position: 355 display_name: Distracted Pike total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elias-dzobo/mlops-zoomcamp - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elias-dzobo/mlops-zoomcamp/blob/main/hw2.py - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elias-dzobo/mlops-zoomcamp/blob/main/notebooks/starter.ipynb - position: 356 display_name: Heuristic Heyrovsky total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enyeneraph/MLOPS/blob/55f3673e47852b438bf3956d141899f53bad5c60/01/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enyeneraph/MLOPS/tree/2d18364120d44866a9d0ba2c481e2e40f1d8e1cb/02 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 357 display_name: Zealous Sinoussi total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pce-iyos/mlnew/blob/main/intro/homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pce-iyos/mlnew/blob/main/experiment__tracking/homework2.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pce-iyos/mlnew/blob/main/orchestration/homework_3.py - position: 358 display_name: Eager Bouman total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rupesh4604/mlops-zoomcamp-2025 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rupesh4604/mlops-zoomcamp-2025 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rupesh4604/mlops-zoomcamp-2025 - position: 359 display_name: Alvaro Valdes Salazar total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/alvarovs89/mlops-zoomcamp-codespaces/blob/main/01-intro/notebooks/homework-01.ipynb learning_in_public_links: - https://x.com/alvarovs/status/1922233328117199150 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/alvarovs89/mlops-zoomcamp-codespaces/blob/main/02-experiment-tracking/homework-02/homework-02.ipynb learning_in_public_links: - 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homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/rafariossaa/mlops_zoocamp_homework/tree/main/01_Intro faq_contribution: https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.56w6qbh7th8q learning_in_public_links: - https://www.linkedin.com/posts/rafael-rios-saavedra_github-datatalksclubmlops-zoomcamp-free-activity-7326268084548190210-2vkw?utm_source=share&utm_medium=member_desktop&rcm=ACoAABYTa0wB-_9oRmQ1IPChPjwi07mzPV6tyEw - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rafariossaa/mlops_zoocamp_homework/tree/main/02_Experiment_tracking learning_in_public_links: - https://www.linkedin.com/posts/rafael-rios-saavedra_welcome-to-datatalksclub-activity-7332366019497193472-6P1b?utm_source=share&utm_medium=member_desktop&rcm=ACoAABYTa0wB-_9oRmQ1IPChPjwi07mzPV6tyEw - position: 362 display_name: Reverent Dirac total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/santiago-higuitau/mlops-project/blob/main/homeworks/01-week.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/santiago-higuitau/mlops-project/blob/main/homeworks/week-03/03-week.ipynb - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/santiago-higuitau/mlops-project/blob/main/homeworks/week-04/04-week.ipynb learning_in_public_links: - https://mastodon.social/@sanchohu/114703133929269165 - https://www.youtube.com/watch?v=lNruL0nOBoI - https://www.youtube.com/watch?v=GswOdShLGmg - position: 363 display_name: Crazy Wing total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Irene-Busah/machine-learning-Ops/blob/main/01-intro/homework-01.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Irene-Busah/machine-learning-Ops/tree/main/03-orchestration/homework - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Irene-Busah/machine-learning-Ops/tree/main/04-deployment/homework - position: 364 display_name: Sampath Karunakaran total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sampathkaran/mlops-zoomcamp/blob/main/01-intro/homework-1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/sampath-karunakaran_mlops-mlopszoomcamp-datatalks-activity-7327228380456595457-qM6G?utm_source=share&utm_medium=member_desktop&rcm=ACoAACJcb4cBXAy0HMFxvQQcQ-jPngAdQ3MvNyc - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sampathkaran/mlops-zoomcamp/blob/main/02-experiment-tracking/homework-2/homework-2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/sampath-karunakaran_mlopszoomcamp-datatalks-activity-7332980778814869504-4EGa?utm_source=share&utm_medium=member_desktop&rcm=ACoAACJcb4cBXAy0HMFxvQQcQ-jPngAdQ3MvNyc - position: 365 display_name: Vigilant Blackburn total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dusarp/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dusarp/mlops-zoomcamp/blob/main/02-experiment-tracking/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 366 display_name: Igor Efimov total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ivefimov/mlops-zoomcamp/tree/867bf50ec7ac4e4dfe3de1acae174b3be84a9768/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ivefimov/mlops-zoomcamp/tree/867bf50ec7ac4e4dfe3de1acae174b3be84a9768/01-intro - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ivefimov/mlops-zoomcamp - position: 367 display_name: Reverent Dijkstra total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/blecktita/Prediction-taxi-duration faq_contribution: NA learning_in_public_links: - https://github.com/blecktita/Prediction-taxi-duration - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/blecktita/Prediction-taxi-duration faq_contribution: NA learning_in_public_links: - https://mastodon.social/@emmuzoo/112526361622951727 - position: 368 display_name: Vivek Mathur total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Grimoors/mlopszoomcamp2025/tree/main/hw1 learning_in_public_links: - https://vivek-mathur.com/machine-learning/data-science/mlops/2025/05/20/diving-into-nyc-taxi-trip-duration-prediction.html - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/Grimoors/mlopszoomcamp2025/ faq_contribution: Did not contribute this week; didnt get much time due to college work. learning_in_public_links: - https://vivek-mathur.com - position: 369 display_name: Hardcore Ishizaka total_score: 14 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fbarulli/mlops-zoomcamp/tree/main/Homework/02 learning_in_public_links: - https://www.linkedin.com/posts/fbarulli_for-week-2-of-the-mlops-zoomcamp-experiment-activity-7332818918794797057-WNdt/?utm_source=share&utm_medium=member_desktop&rcm=ACoAADb1NcEBmd3vWSVSKiT45TVmLMrC5gjKiMI - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fbarulli/mlops-zoomcamp/tree/main/Homework/03 learning_in_public_links: - https://www.linkedin.com/posts/fbarulli_heres-week-3-on-datatalksclub-ml-zoomcamp-activity-7338131770061545472-AsLG?utm_source=share&utm_medium=member_desktop&rcm=ACoAADb1NcEBmd3vWSVSKiT45TVmLMrC5gjKiMI - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fbarulli/mlops-zoomcamp/tree/dev/Homework/03/HW - position: 370 display_name: Mystifying Shaw total_score: 14 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 371 display_name: Lark total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/fearless-lark/mlops-sandbox/blob/develop/01-intro/hw.ipynb faq_contribution: "Yes, the was a problem because of the issue in the Q6 of the\ \ assignment.\r\nThe details are in the slack channel:\r\nhttps://datatalks-club.slack.com/archives/C02R98X7DS9/p1746635091857719" - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fearless-lark/mlops-sandbox/pull/2 - position: 372 display_name: Strange Nightingale total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SujaanMookherjee/MLOpsZoomcamp2025/tree/main/hw1 faq_contribution: Why? - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SujaanMookherjee/MLOpsZoomcamp2025 - position: 373 display_name: Flamboyant Sutherland total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/georgetsolos/dataengineeringzoomcamp2025/new/main - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/georgetsolos - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/georgetsolos/MLOpsZoomcamp2025 - position: 374 display_name: Frosty Noether total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/EBoiSha/mlops-zoomcamp/blob/main/01-Intro/Homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/EBoiSha/mlops-zoomcamp/tree/main/02-Experiment%20Tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 375 display_name: Competent Newton total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/sigord/random-tasks/blob/main/%23MLOps_Zoomcamp/HW1/hw1.ipynb faq_contribution: I started the course last year, but dropped it after the second homework. I want to start again. Is it okay to use my previous year's solution? - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sigord/random-tasks/blob/main/%23MLOps_Zoomcamp/HW2/hw2.ipynb - position: 376 display_name: Gifted Dirac total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/K4g4y4k1/MLOps/tree/9fa45f94f673c016543bd3a5614a7cd7abdfbaad/01%20-%20intro/Homework1 faq_contribution: The Jupyter Notebook and VSC kept crashing while trying to make the transforms or the fit. I had to make it on my machine to have it done. Is there any solution to cope with that issue on GitHub Platform and associated environment? - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/K4g4y4k1/MLOps/blob/df7077684860039f0800cac9bd4e4857aac0fa13/02%20-%20Experiment-tracking/Homework%202/homework_2.md - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/K4g4y4k1/MLOps/tree/e569ce7d7f19b89009463cd67f8aef03b895e272/Homework_dossier/custom/Notebook - position: 377 display_name: Agitated Thompson total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hellomc/mlops-zoomcamp-2025/blob/main/01-intro/duration_prediction_yellow.ipynb learning_in_public_links: - 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position: 381 display_name: Pensive Yonath total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ssong24 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/songeunkim24/mlops-zoomcamp# - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/songeunkim24/mlops-zoomcamp/blob/main/03-orchestration/homework.ipynb - position: 382 display_name: Relaxed Poincare total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/obohatov/mlops-zoomcamp2025/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/obohatov/mlops-zoomcamp2025/tree/main/02-experiment-tracking - position: 383 display_name: Lucid Liskov total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/halzihaozhou/MLOPS-zoomcamp/blob/main/01_intro_homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/halzihaozhou/MLOPS-zoomcamp/blob/main/03_orchestration.ipynb - position: 384 display_name: Hardcore Proskuriakova total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/profgreatwonder/MLOps-project - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/profgreatwonder/ride_duration_pred_and_exp_tracking/blob/main/pred_notebooks/experiment_tracking_assignment.ipynb projects: - project: Attempt 3 project_slug: project3 total_score: 10 project_score: 1 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/profgreatwonder/Adenocarcinoma_CNN_CT_Scan_Classification - position: 385 display_name: Fervent Austin total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JetC0918/mlops-zoomcamp/blob/main/cohorts/2025/01-intro/code/Homework%201.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JetC0918/mlops-zoomcamp/blob/main/cohorts/2025/02-experiment-tracking/code/homework/homework2.ipynb - position: 386 display_name: Wonderful Zhukovsky total_score: 12 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - 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position: 389 display_name: Laughing Napier total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1j1BKetkbAJeBKz6-AewhI4Q3Uzdxd-QM?usp=sharing faq_contribution: '-' - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1ievC6tnqOfdCG9Ceq3jzbwvVg9_38ZLH?usp=sharing - position: 390 display_name: Laughing Almeida total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/mlops-zoomcamp-homework/tree/master/week-1 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/mlops-zoomcamp-homework/tree/master/week-2 - position: 391 display_name: Pensive Dewdney total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nik19abramov/mlops-zoomcamp/blob/main/week01/01_duration_prediction.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nik19abramov/mlops-zoomcamp/blob/main/week03/03_duration_prediction.ipynb - position: 392 display_name: Xenodochial Euler total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SeyedEhsanSajadi/MLops/blob/main/01/01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SeyedEhsanSajadi/MLops/tree/main/02 - 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position: 395 display_name: Wonderful Shirley total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hunahpu18/mlzoomcamp2025/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hunahpu18/mlzoomcamp2025/blob/main/02-experiment-tracking/Untitled.ipynb - position: 396 display_name: Chirag Sharma total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Chirag1994/mlops-zoomcamp/blob/main/01-intro/Homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Chirag1994/mlops-zoomcamp/blob/main/02-experiment-tracking/homework/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/chiragsharma1994_mlopszoomcamp2025-mlops-mlflow-activity-7333084580020740097-UXI7?utm_source=share&utm_medium=member_desktop&rcm=ACoAACQs0wgBmcq8NxmBupH1wyBQDQeO-awKptE - position: 397 display_name: VonNeumann total_score: 12 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/makcfd/mlops_try/tree/main/02_experiment_tracking - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/makcfd/mlops_try faq_contribution: Raw materials, super confusing structure. Literally impossible to implement pipeline with the tools just because of this mess - position: 398 display_name: JAB total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 399 display_name: Sad Archimedes total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 400 display_name: Wizardly Bassi total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ShrushtiK/MLOpsZoomcamp2025/blob/main/week1/week1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ShrushtiK/MLOpsZoomcamp2025/tree/main/week2 - position: 401 display_name: Amazing Dijkstra total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iampujan/mlops-zoomcamp/blob/main/01-intro/homework1.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iampujan/mlops-zoomcamp/tree/main/03-orchestration - position: 402 display_name: Goofy Dubinsky total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Amirhossein-Mirzaei/MLOps-Zoomcamp - 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position: 407 display_name: Distracted Matsumoto total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sumitsethy/mlops-zoomcamp/blob/main/01-intro/homework-01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sumitsethy/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 408 display_name: Vibrant Tharp total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Yusufislam-id/mlops-zoomcamp-2025/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Yusufislam-id/mlops-zoomcamp-2025/tree/main/02-experiment-tracking learning_in_public_links: - 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position: 411 display_name: Frosty Greider total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdbricker/mlops_zoomcamp_2025/blob/main/mlops_hw_01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jdbricker/mlops_zoomcamp_2025/blob/main/mlops_hw_02.ipynb - position: 412 display_name: Dazzling Agnesi total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/franguz03/mlops_zoomcamp_franco_guzman - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/franguz03/mlops_zoomcamp_franco_guzman - 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homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elliotip04/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 418 display_name: Clever Wozniak total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/EmmanuelAgbo-Hub/mlops-zoomcamp/blob/main/01-intro/home%20work%201.ipynb faq_contribution: None - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/EmmanuelAgbo-Hub/My-mlops-zoomcamp-learning/blob/main/02-Experiment%20tracking/home%20work%202.ipynb learning_in_public_links: - https://www.linkedin.com/posts/emmanuel-sunday-agbo_mlops-machinelearning-datascience-activity-7333884574151716866-pWB8?utm_source=share&utm_medium=member_desktop&rcm=ACoAACz00tYBBhuZvk4LgDKb8pz4QTSTI8Q0Eow - position: 419 display_name: Silly Zhukovsky total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rxhulshxrmx/predicting_duration_mlops/blob/main/01_Building_Model/building_model.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rxhulshxrmx/predicting_duration_mlops - position: 420 display_name: Flamboyant Booth total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/FlorenciaCorvalan/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/FlorenciaCorvalan/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 421 display_name: Suteja Patil total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Suteja-Patil/mlops/blob/main/01-intro/homework.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Suteja-Patil/mlops/blob/main/prefect-ml-orchestration/prefect_pipeline.ipynb learning_in_public_links: - https://medium.com/@rfajri912/lets-orchestrate-your-machine-learning-workflow-using-prefect-d80c437eef43 - position: 422 display_name: Awesome Boyd total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KalicharanNT/MLops_ZC/blob/main/01-intro/01-intro-notebook.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KalicharanNT/MLops_ZC/tree/main/02-experiment-tracking - position: 423 display_name: Zealous Dhawan total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Giri-Vel/zoomcamp_practice/blob/main/01_Homework_answers.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Giri-Vel/zoomcamp_practice/blob/main/02_homework_anwers.ipynb - position: 424 display_name: King-David total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/King-David02/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/King-David02/mlops-zoomcamp/tree/main/02-Experiment-tracking - position: 425 display_name: Rayen Ben Abdallah total_score: 12 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/drive/folders/1C9ypR4C8cl3hurDvxmsEIQYnoZt-PG2u?usp=drive_link - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/drive/folders/153z90viKqiAdCCXyKXXR8tq9Jg2_WeTK?usp=drive_link - position: 426 display_name: Fervent Bell total_score: 12 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/longfangfang2023/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/longfangfang2023/mlops-zoomcamp - position: 427 display_name: Infallible Bartik total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rohanchopra/learning-mlops/blob/main/zoomcamp/week-01/duration-prediction.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rohanchopra/learning-mlops/tree/main/zoomcamp/week-02 - position: 428 display_name: Witawat total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wittzard/mlops-zoomcamp/blob/main/01-intro/01-homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wittzard/mlops-zoomcamp/tree/main/02-ExperimentTracking - position: 429 display_name: Iman Alshare total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Iman-Alshare/mlops-zoomcamp/blob/main/01-into/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Iman-Alshare/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 430 display_name: Swathi Gangaraju total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/swathihg/ML-OPS-2025/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/swathihg/ML-OPS-2025/tree/main/02-experiment-tracking - position: 431 display_name: Elated Dewdney total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 4 faq_score: 1 learning_in_public_score: 0 faq_contribution: models couldn't run due lack of memory. i suspect its due M1's architecture. questions 3,5,6 are mostly wrong (those are guesses) - position: 432 display_name: Nifty Proskuriakova total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ghazizadehlab/mlops-zoomcamp/blob/main/01-intro/homework_1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ghazizadehlab/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 433 display_name: Nervous Lewin total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rprisram/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rprisram/mlops-zoomcamp/tree/main/02-experiement-tracking - position: 434 display_name: Bubble total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Orange443/MLops-week1/blob/main/01-Intro/Homework-1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Orange443/MLops-week1/blob/main/01-Intro/Homework-2.ipynb - position: 435 display_name: Affectionate Bardeen total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SudilHasitha/mlop-zoomcamp-hw - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SudilHasitha/mlop-zoomcamp-hw - position: 436 display_name: Boring Lumiere total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/onehemanth/MLOPS_2025 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/onehemanth/MLOPS_2025/tree/main - position: 437 display_name: Eloquent Bose total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Abhaysharma53/mlops-zoomcamp - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Abhaysharma53/mlops-zoomcamp - position: 438 display_name: Vigorous Lewin total_score: 11 homeworks: - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Harunscodes/MLOPS-practices/tree/main/03-orchestration learning_in_public_links: - https://medium.com/@haruncetin.a/from-models-to-production-building-real-mlops-pipelines-part-1-8fbd81b82c2e - homework: 'Homework 4: Deployment' homework_slug: hw4 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Harunscodes/MLOPS-practices/tree/main/04-deployment/web-service - position: 439 display_name: Stupefied Golick total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/drive/folders/1Wul6h6wh1Ird47BNckjBzaeXL1SFBiCY - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Josey1/mlops-zoomcamp/blob/main/analyze_data.py - position: 440 display_name: Xenodochial Rubin total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/leonalhidayah/ml-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/leonalhidayah/ml-zoomcamp/blob/main/02-experiment-tracking/homework.ipynb - position: 441 display_name: Alexander Reevcrona total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/reevalex/ZoomCamp-MLOps-Homework/blob/main/homework-01-intro.py - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 442 display_name: Crazy Dewdney total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ahmedhammamm/mlops-zc-h - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ahmedhammamm/mlops-zc-h/tree/main/module-02 - position: 443 display_name: Infallible Sutherland total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bald-fish/mlops-zoomcamp/blob/main/01-intro/homework-1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bald-fish/mlops-zoomcamp/blob/main/02-experiment-tracking/02-homework.ipynb - position: 444 display_name: RenanGAS total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RenanGAS/mlops-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RenanGAS/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 445 display_name: Stoic Swartz total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaileyTQuach/mlops-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HaileyTQuach/mlops-zoomcamp/tree/main/02-experiment-tracking - position: 446 display_name: iLoveCmajor total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iLoveCmajor/mlops-zoomcamp-2025/blob/main/01-intro/homework-01.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 447 display_name: Ecstatic Woese total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/giovannirescia/mlops-zoomcamp/blob/homework/cohorts/2025/01-intro/01_homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/giovannirescia/mlops-zoomcamp/tree/homework/cohorts/2025/02-experiment-tracking/homework - position: 448 display_name: Youthful Fermat total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vaishnavieieie/mlops/blob/main/week%201/homework1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vaishnavieieie/mlops/tree/main/experiment_tracking/homework_files - position: 449 display_name: Stefan Popov total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/popovstefan/mlops-zoomcamp/blob/main/hmwrk1.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/popovstefan/mlops-zoomcamp/blob/main/hmwrk2.ipynb - position: 450 display_name: Flamboyant Carson total_score: 11 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sagardampba2022w/mlops-zoomcamp/blob/main/01-intro/homework/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sagardampba2022w/mlops-zoomcamp/blob/main/02-experiment_tracking/homework/homework.ipynb - position: 451 display_name: Trusting Meucci total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yokalyan/mlops-training/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yokalyan/mlops-training/tree/main/02-experiment-tracking/homework - position: 452 display_name: Gifted Heyrovsky total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 453 display_name: Mohamed Lamnouar total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/LamnouarMohamed/mlops-zoomcamp/blob/main/homework-1.ipynb - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 454 display_name: Friendly Jennings total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 455 display_name: Quirky Dirac total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michel-emel/MLOPS-ZOOMCAMP-2025 - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michel-emel/MLOPS-ZOOMCAMP-2025 - position: 456 display_name: Angry Wing total_score: 10 homeworks: - homework: 'Homework 2: Experiment Tracking' homework_slug: hw2 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/VigneshRamanathan101/mlops-zoomcamp faq_contribution: The root_mean_squared_error in sklearn is deprecited instead use 'mean_squared_error' with squared= False learning_in_public_links: - https://www.linkedin.com/posts/vigneshramanathan-934831160_mlops-machinelearning-datascience-activity-7332855943191306241-38A1?utm_source=share&utm_medium=member_desktop&rcm=ACoAACaQ3vgBlJ7PnCsI2hMkSuPqE4gVC5c-XaM - homework: 'Homework 3: Training Pipelines' homework_slug: hw3 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 5: Monitoring' homework_slug: hw5 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 - position: 457 display_name: Sharp Babbage total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jarlinton-zea/mlops-zoomcap/blob/main/homework1/homework.ipynb - 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homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/premanandr1989/mlops-bootcamp/blob/main/01-Intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7327344326605193216/ - position: 507 display_name: garima_sood total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 5 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/garimasood6/mlops-zoomcamp-/blob/main/01-intro/mlops_zoomcamp_homework_01.ipynb faq_contribution: "https://docs.google.com/document/d/12TlBfhIiKtyBv8RnsoJR6F72bkPDGEvPOItJIxaEzE0/edit?tab=t.0#heading=h.m0iu8zafux5m\r\ \n\r\nKernel getting killed during assignment tasks on local\r\n\r\nIf the jupyter\ \ notebook kernel gets killed repeatedly due to out of memory issues when converting\ \ pandas DF to dict or other memory intensive steps, try google colab as it\ \ offers larger memory.\r\nFor this, \r\nUpload the datasets to google drive\ \ [Folder Colab Notebooks] \r\nMount the drive on colab \r\nfrom google.colab\ \ import drive\r\ndrive.mount('/content/drive')\r\n\r\nPull the data from uploaded\ \ tables in colab\r\ndf_jan = pq.read_table('/content/drive/My Drive/Colab Notebooks/yellow_tripdata_2023-01.parquet').to_pandas()\r\ \n\r\nAll set for doing the assignment\r\nDownload the final assignment to your\ \ local and copy into the relevant repo" learning_in_public_links: - 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