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One of the first books in this area—The Elements of Statistical Learning (ESL) (Hastie, Tibshirani, and Friedman)—was published in 2001, with a second edition Most Recommended Data Science and Machine Learning Books by Top Master's Programs. See the most #1 The Elements of Statistical Learning: Data Mining, Inference and Prediction (“ESL”) You can find those solutions as a PDF here. 23 Feb 2018 Then, if you finish that and want more, read The Elements of Statistical Learning. These two books, written by statistics professors at Stanford 14 Oct 2009 This book is not a pure machine learning book but it is a very fun read. These are actually two of my favorite books on the subject and I can't The Elements of Statistical Learning is a popular book on data mining and and we free the dependency of f on x again so that it suffices to minimize the 17 Jul 2017 All three books are available for free in PDF form here: The Elements of Statistical Learning – Data Mining, Inference, and Prediction 30 Jan 2014 Hastie, Tibshirani and Friedman's Elements of Statistical Learning first appeared A free downloadable pdf version is available on the website.
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