Microsoft's open-source machine learning curriculum
Introduction
ML for Beginners is Microsoft's open-source ML curriculum (a GitHub repo): 26 lessons with Notebook labs, quizzes and illustrated explanations along a clear path from classic ML to neural networks. The companion AI for Beginners series covers more ground — free for learning and teaching alike.
Key Features
- 26 structured lessons
- Notebook labs with quizzes
- Illustrations lower the barrier
- Open-source, reusable for teaching
- Companion AI/data-science series
Pros
- Stable Microsoft quality
- Open and freely reusable
Cons
- Depth stops at introductory
Pricing
Completely free and open-source.（See official site for current pricing）
FAQ
Prerequisites?
Basic Python suffices.
Videos?
Some lessons have videos.
vs fast.ai?
Structured classroom feel here; practice-first at fast.ai.
Related Sites
Collected on lucifer.city · Reviewed by the founder