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portada Mathematical Analysis for Machine Learning and Data Mining (in English)
Type
Physical Book
Publisher
Author
Year
2018
Language
English
Pages
984
Format
Hardcover
ISBN13
9789813229686
Categories

Mathematical Analysis for Machine Learning and Data Mining (in English)

Dan Simovici (Author) · Wspc · Hardcover

Mathematical Analysis for Machine Learning and Data Mining (in English) - Dan Simovici

Physical Book

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Synopsis "Mathematical Analysis for Machine Learning and Data Mining (in English)"

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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The book is written in English.

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