Statistic and Probability
- Statistics 110: Probability
- Book 0: "Machine Learning: A Probabilistic Perspective" (2012) - pml-book
- Introduction to Machine Learning, Fourth Edition - The MIT Press
- An Introduction to Statistical Learning with Applications in R
- Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition.
- Probabilistic Machine Learning Series