Reference
Doing some much-needed repetition of various subjects in mathematics and statistics.
Will document various solutions, articles, code bits etc.
Statistics
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
Coming...
Measure Theory
Measures, Integrals and Martingales by Schilling
Coming...