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The Elements Of Statistical Learning


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2013-11-11
Publisher by : Springer Science & Business Media

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and mark

The Elements Of Statistical Learning


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2009-08-26
Publisher by : Springer Science & Business Media

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on

The Elements Of Statistical Learning


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2001-01-01
Publisher by : Springer Science & Business Media

This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a libera

An Introduction To Statistical Learning


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Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged

Statistical Learning With Sparsity


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2015-05-07
Publisher by : CRC Press

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret

The Elements Of Statistical Learning


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Author by : CTI Reviews
Languange Used : en
Release Date : 2016-10-16
Publisher by : Cram101 Textbook Reviews

Facts101 is your complete guide to The Elements of Statistical Learning. In this book, you will learn topics such as as those in your book plus much more. With key features such as key terms, people a

Hands On Machine Learning With Scikit Learn And Tensorflow


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Author by : Aurélien Géron
Languange Used : en
Release Date : 2017-03-13
Publisher by : "O'Reilly Media, Inc."

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficien

The Nature Of Statistical Learning Theory


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Author by : Vladimir Vapnik
Languange Used : en
Release Date : 1999-11-19
Publisher by : Springer Science & Business Media

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based

Generalizability Theory


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Author by : Robert L. Brennan
Languange Used : en
Release Date : 2001-08-09
Publisher by : Springer Science & Business Media

Generalizability theory offers an extensive conceptual framework and a powerful set of statistical procedures for characterizing and quantifying the fallibility of measurements. It liberalizes classic