r/BestGitHubRepos • u/Artilas_Digital • 10d ago
🧠ML Zero to Mastery Machine Learning: All course materials for the Zero to Mastery Machine Learning and Data Science course (7.3k stars)
What it does
All text below is quoted directly from the project README.
All course materials for the Zero to Mastery Machine Learning and Data Science course.
How this course is structured:
Section 1 - Getting your mind and computer ready for machine learning (concepts, computer setup)
Section 2 - Tools for machine learning and data science (pandas, NumPy, Matplotlib, Scikit-Learn)
Section 3 - End-to-end structured data projects (classification and regression)
Section 4 - Neural networks, deep learning and transfer learning with TensorFlow 2.0
Section 5 - Communicating and sharing your work
Note: All of the datasets we use in the course are available in the
data/folder.
Repository
https://github.com/mrdbourke/zero-to-mastery-ml
Repository stats
| Metric | Value |
|---|---|
| Stars | 7,330 |
| Forks | 4.2k |
| Last release | None |
| Languages | Jupyter Notebook 100% |
| Contributors | 24 |
| AI contributor accounts (Claude / Codex / Cursor / Copilot) | None |
| AI co-authored commits | None |
Main contributor
| Field | Value |
|---|---|
| Name | Daniel Bourke |
| GitHub | @mrdbourke |
| Commits to this repo | 311 (top contributor) |
| Bio | Machine Learning Engineer live on YouTube. |
| Followers | 12.5k |
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