Free pdf Books on Machine/Statistical Learning

15 pointschaitanyav1 comment

Elements of Statistical Learning http://www-stat.stanford.edu/~tibs/ElemStatLearn/

Gaussian Processing for Machine Learning http://www.gaussianprocess.org/gpml/

Bayesian Reasoning and Machine Learning http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.Online

Convex Optimization http://www.stanford.edu/~boyd/cvxbook/