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

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Nassim Nicholas Taleb Flaneur Very comprehensive, sufficiently technical to get most of the plumbing behind machine learning. Buy the book.

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What is machine learning and how to learn it ?

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Login Join Give Shops. Halmos - Lester R. Ford Awards Merten M. That being said, it has a lot of breadth and covers many topics albeit only superficially.

April 28, - Published on Amazon. The discussion is interesting and accurate, but not too theoretical.

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Elements of Statistical Learning: free book download

One of the strengths is the wide variety of topics covered; it is very comprehensive. If there is a weakness, it is that depth is limited.

Plenty of references are provided for further study, and the authors maintain a website. Recommended as a reference or a starting point for an applied statistician or mathematician, or as a text for a first course in the subject. November 26, - Published on Amazon. A good book in this area.


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September 24, - Published on Amazon. I'm a machine learning person, and this book provides pretty thorough state-of-art and up-to-date relatively well summary of statistical methods being used in lots of pattern classification fields.

The Elements of Statistical Learning (Springer Series in Statistics)

One thing that does not exist in the book is generative models, although this book is the best of the kind that describes discriminitive models. Go to Amazon. Discover the best of shopping and entertainment with Amazon Prime. Prime members enjoy FREE Delivery on millions of eligible domestic and international items, in addition to exclusive access to movies, TV shows, and more.

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