dair-ai/Mathematics-for-ML
📚 Tutorialdair-ai
Curated math resources for machine learning.
This repository organizes high-quality learning materials into topics such as linear algebra, calculus, probability, and statistics. It includes links to MIT OpenCourseWare, 3Blue1Brown videos, and popular textbooks. Suitable for beginners and experienced practitioners who want to strengthen their mathematical foundations for ML.
💡Highlights
- ├─Curated list of free resources
- ├─Covers linear algebra, calculus, stats
- └─6.2k stars, community maintained
🎯For
- ├─ML beginners
- ├─data scientists
- └─students