This article is a simple list of useful resources I have found and used to make this series of articles. I will try to keep them ranked by subject. This list will be frequently updated.

Elements of Statistics

  • “Econometrics”, Bruce E. Hansen

Elements of Machine Learning

  • “The Elements of Statistical Learning”, Hastie, Tibshirani, Friedman
  • “An Introduction to Statistical Learning”, James, Witten, Hastie, Tibshirani