The Elements of Statistical Learning
by Trevor Hastie

The Elements of Statistical Learning by Trevor Hastie

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  1. Very comprehensive, sufficiently technical to get most of the plumbing behind machine learning. Very useful as a reference book (actually, there is no other complete reference book).

    Nassim Taleb

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