Doing some much-needed repetition of various subjects in mathematics and statistics. Will document various solutions, articles, code bits etc.


Introduction to Probability by Grinstead and Snell
All of Statistics by Wasserman

Machine Learning and Statistical Learning

Mathematics for Machine Learning by Deisenroth, Faisal, Ong.
Reinforcement Learning Lecture by Silver
Elements of Statistical Learning by Hastie, Tibshirani
Artificial Intelligence - A modern approach by Russell, Norvig

Linear Algebra

Linear Algebra - and Its Applications by Lay
Linear Algebra Done Right by Axler

Real Analysis

Introductory Real Analysis by Kolmogorov and Fomin

Markov Chains

Markov Chains by Norris

Measure Theory

Measures, Integrals and Martingales by Schilling