The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Name: The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Author: Trevor Hastie , Robert Tibshirani & Jerome Friedman

by Trevor Hastie , Robert Tibshirani & Jerome Friedman

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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). The authors are the real thing (Tibshirani is the one behind the LASSO regularization technique).

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Nassim Taleb

"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). The authors are the real thing (Tibshirani is the one behind the LASSO regularization technique)."

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