Principles And Theory For Data Mining And Machine Learning


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Author by : Bertrand Clarke
Languange Used : en
Release Date : 2009-07-21
Publisher by : Springer Science & Business Media

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineeri

Principles And Theory For Data Mining And Machine Learning


Download Now Read Online

Author by : Bertrand Clarke
Languange Used : en
Release Date : 2011-12-02
Publisher by : Springer

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineeri

Principles And Theory For Data Mining And Machine Learning


Download Now Read Online

Author by : Bertrand Clarke
Languange Used : en
Release Date : 2009-07-30
Publisher by : Springer

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineeri

An Introduction To Machine Learning


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Author by : Miroslav Kubat
Languange Used : en
Release Date : 2015-07-15
Publisher by : Springer

This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of inter

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

Machine Learning And Data Mining


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Author by : Igor Kononenko
Languange Used : en
Release Date : 2007-04-30
Publisher by : Elsevier

Data mining is often referred to by real-time users and software solutions providers as knowledge discovery in databases (KDD). Good data mining practice for business intelligence (the art of turning

Data Mining Practical Machine Learning Tools And Techniques


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Author by : Ian H. Witten
Languange Used : en
Release Date : 2011-02-03
Publisher by : Elsevier

Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and

Understanding Machine Learning


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Author by : Shai Shalev-Shwartz
Languange Used : en
Release Date : 2014-05-19
Publisher by : Cambridge University Press

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Statistical And Machine Learning Data Mining


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Author by : Bruce Ratner
Languange Used : en
Release Date : 2012-02-28
Publisher by : CRC Press

The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish bet