Mathematical Analysis for Machine Learning and Data Mining - Hardcover

Simovici, Dan A

 
9789813229686: Mathematical Analysis for Machine Learning and Data Mining
Hardcover
ISBN 10: 9813229683 ISBN 13: 9789813229686
Publisher: World Scientific Pub Co Inc, 2018

Synopsis

This compendium provides a self-contained introduction to mathematical analysis in the field of machine learning and data mining. The mathematical analysis component of the typical mathematical curriculum for computer science students omits these very important ideas and techniques which are indispensable for approaching specialized area of machine learning centered around optimization such as support vector machines, neural networks, various types of regression, feature selection, and clustering. The book is of special interest to researchers and graduate students who will benefit from these application areas discussed in the book. Related Link(s)

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Publisher
World Scientific Pub Co Inc
Publication date
2018
Language
English
ISBN 10 
9813229683
ISBN 13 
9789813229686
Binding
Hardcover
Number of pages
968

Other Popular Editions of the Same Title

9780000988898: Mathematical Analysis for Machine Learning and Data Mining

Featured Edition

ISBN 10:  0000988898 ISBN 13:  9780000988898
Publisher: World Scientific, 2020
Softcover