9789813229686-9813229683-Mathematical Analysis for Machine Learning and Data Mining

Mathematical Analysis for Machine Learning and Data Mining

ISBN-13: 9789813229686
ISBN-10: 9813229683
Author: Simovici, Dan
Publication date: 2018
Publisher: WSPC
Format: Hardcover 986 pages
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Book details

ISBN-13: 9789813229686
ISBN-10: 9813229683
Author: Simovici, Dan
Publication date: 2018
Publisher: WSPC
Format: Hardcover 986 pages

Summary

Acknowledged authors Simovici, Dan wrote Mathematical Analysis for Machine Learning and Data Mining comprising 986 pages back in 2018. Textbook and eTextbook are published under ISBN 9813229683 and 9789813229686. Since then Mathematical Analysis for Machine Learning and Data Mining textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

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.

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