Statistical And Machine Learning Data Mining

Author: Bruce Ratner
Publisher: CRC Press
ISBN: 1351652389
Size: 36.18 MB
Format: PDF, ePub, Docs
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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 ...

Statistics Data Mining And Machine Learning In Astronomy

Author: Željko Ivezić
Publisher: Princeton University Press
ISBN: 1400848911
Size: 21.66 MB
Format: PDF, Mobi
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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 ...

Advances In Machine Learning And Data Mining For Astronomy

Author: Michael J. Way
Publisher: CRC Press
ISBN: 143984173X
Size: 43.28 MB
Format: PDF, ePub, Mobi
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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.

The Elements Of Statistical Learning

Author: Trevor Hastie
Publisher: Springer Science & Business Media
ISBN: 0387216065
Size: 25.28 MB
Format: PDF, Mobi
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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.

Statistical Reinforcement Learning

Author: Masashi Sugiyama
Publisher: CRC Press
ISBN: 1439856907
Size: 31.52 MB
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This book is an ideal resource for graduate-level students in computer science and applied statistics programs, as well as researchers and engineers in related fields.

E Study Guide For Statistical And Machine Learning Data Mining Techniques For Better Predictive Modeling And Analysis Of Big Data By Bruce Ratner Isbn 9781439860915

Author: Cram101 Textbook Reviews
Publisher: Cram101 Textbook Reviews
ISBN: 1478432004
Size: 74.80 MB
Format: PDF, ePub, Docs
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It utilizes methods at the intersection ofartificial intelligence, machinelearning,
statistics, and database systems. Theoverallgoal ofthe data miningprocess is to
extract knowledge from an existing data set and transform it into a ...

Principles And Theory For Data Mining And Machine Learning

Author: Bertrand Clarke
Publisher: Springer Science & Business Media
ISBN: 0387981357
Size: 26.61 MB
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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: 37.13 MB
Format: PDF, ePub, 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.