Homework 1: Introduction to Machine Learning

Score: 14 = 7 (questions) + 0 (FAQ) + 7 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://www.youtube.com/watch?v=rawGPXg2ofE&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=21
• https://pl.wikipedia.org/wiki/Mediana
• https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2025/01-intro/homework.md
• https://www.indeed.com/career-advice/career-development/how-to-calculate-weighted-average
• https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.mode.html
• https://www.youtube.com/watch?v=8Myx-vy0csM
• https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/01-intro/04-crisp-dm.md

Homework 2: Machine Learning for Regression

Score: 2 = 2 (questions) + 0 (FAQ) + 0 (learning in public)

Homework URL: View submission

Homework 3: Machine Learning for Classification

Score: 6 = 6 (questions) + 0 (FAQ) + 0 (learning in public)

Homework URL: View submission

Homework 4: Evaluation Metrics for Classification

Score: 12 = 5 (questions) + 0 (FAQ) + 7 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://steamdb.info/app/3270430/charts/
• https://www.pilkawodna.waw.pl/ekstraklasa26.htm
• https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2025/04-evaluation/homework.md#question-1-roc-auc-feature-importance
• https://www.facebook.com/reel/666344493178846
• https://stooq.pl/t/?i=516
• https://jobs-in-data.com/jobs/data-science-internships
• https://www.aaon.com/careers

Homework 5: Deploying Machine Learning Models

Score: 12 = 5 (questions) + 0 (FAQ) + 7 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/05-deployment/homework.md
• https://docs.docker.com/reference/cli/docker/image/pull/
• https://github.com/cncPomper/ML-course-datatalks/tree/master/2025/machine_learning_project
• https://github.com/strawberry-graphql/strawberry/issues/586
• https://github.com/cncPomper
• https://humble-engine-j76qj5x5rqgcqq44.github.dev/
• https://stackoverflow.com/questions/70882197/i-tried-installing-uvicorn-through-pip-install-uvicornstandard-got-the-f

Homework 6: Decision Trees and Ensemble Learning

Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://arxiv.org/pdf/2501.10111#page=5&zoom=100,65,394
• https://arxiv.org/pdf/2501.10111
• https://arxiv.org/pdf/1910.06711
• https://arxiv.org/pdf/2304.02319
• https://arxiv.org/pdf/2406.02233
• https://arxiv.org/pdf/2406.08800
• https://arxiv.org/html/2410.04324v3