Every section below contains a few papers (or even Wikipedia pages) that easy to read, without much math. Some students asked more advanced questions (e.g. relation between Bayesian modeling and logistic regression), so here is a list of some more advanced books.

Two for now, perhaps more later.

Note that these books are heavy on mathematics.

  • C. M. Bishop: Pattern Recognition and Machine Learning
  • T. Hastie, R. Tibshirani, J. Friedman: The Elements of Statistical Learning (free download)

These two books cover the same topic. The former approaches more from AI, the latter from statistics. For me, Bishop is more pleasant.

Zadnja sprememba: petek, 11. marec 2022, 13.55