Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1466551216
Size: 23.35 MB
Format: PDF, ePub
View: 6088
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This book contains essays offering detailed background, discussion, and illustration of specific methods for solving the most commonly experienced problems in predictive modeling and analysis of big data.

Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1439860912
Size: 75.76 MB
Format: PDF, ePub
View: 2120
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This book contains essays offering detailed background, discussion, and illustration of specific methods for solving the most commonly experienced problems in predictive modeling and analysis of big data.

Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1351652389
Size: 32.57 MB
Format: PDF, Kindle
View: 6510
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The third 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 between statistical data mining and machine ...

The Elements Of Statistical Learning

Author: Trevor Hastie
Publisher: Springer Science & Business Media
ISBN: 0387216065
Size: 75.60 MB
Format: PDF, ePub, Mobi
View: 4816
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Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework.

Advances In Machine Learning And Data Mining For Astronomy

Author: Michael J. Way
Publisher: CRC Press
ISBN: 143984173X
Size: 38.34 MB
Format: PDF
View: 6990
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Due to the massive amount and complexity of data in most scientific disciplines, the material discussed in this text transcends traditional boundaries between various areas in the sciences and computer science.

Statistics Data Mining And Machine Learning In Astronomy

Author: Željko Ivezić
Publisher: Princeton University Press
ISBN: 1400848911
Size: 80.36 MB
Format: PDF, Docs
View: 2770
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This book provides a comprehensive and accessible introduction to the cutting-edge statistical methods needed to efficiently analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response ...

Principles And Theory For Data Mining And Machine Learning

Author: Bertrand Clarke
Publisher: Springer Science & Business Media
ISBN: 0387981357
Size: 49.56 MB
Format: PDF, Mobi
View: 471
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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 Engineering This book is a thorough introduction ...

Introduction To Statistical Machine Learning

Author: Masashi Sugiyama
Publisher: Morgan Kaufmann
ISBN: 0128023503
Size: 72.20 MB
Format: PDF, Docs
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Introduction to Statistical Machine Learning provides a general introduction to machine learning that covers a wide range of topics concisely and will help you bridge the gap between theory and practice.