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Mathematical Analysis For Machine Learning And Data Mining Dan A Simovici

  • SKU: BELL-9972358
Mathematical Analysis For Machine Learning And Data Mining Dan A Simovici
$ 31.00 $ 45.00 (-31%)

5.0

90 reviews

Mathematical Analysis For Machine Learning And Data Mining Dan A Simovici instant download after payment.

Publisher: World Scientific Publishing
File Extension: PDF
File size: 5.63 MB
Pages: 985
Author: Dan A Simovici
ISBN: 9789813229686, 9789813229693, 9813229683, 9813229691
Language: English
Year: 2018

Product desciption

Mathematical Analysis For Machine Learning And Data Mining Dan A Simovici by Dan A Simovici 9789813229686, 9789813229693, 9813229683, 9813229691 instant download after payment.

"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."-- 
Abstract: "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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