A repository of readings, useful resources, and notes from CS189/289, Machine Learning. (Under construction)

- Comprehensive Machine Learning book, used at UCB
- Concise Machine Learning, CS189 lecture notes by Jonathan Shewchuk
- Probability for Machine Learning, a short probability theory review written by Arian Maleki and Tom Do at Stanford University
- Elements of Statistical Learning
- Statistical Learning textbook.pdf
- Math for Machine Learning, a short review of math concepts used in machine learning by Garrett Thomas at UCB