Mathematical Analysis for Machine Learning and Data Mining

Book Description

This compendium provides a self-contained introduction to in the field of and . The mathematical analysis component of the typical mathematical curriculum for 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 , 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.

Book Details

  • Title: Mathematical Analysis for Machine Learning and Data Mining
  • Author:
  • Length: 984 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2018-07-12
  • ISBN-10: 9813229683
  • ISBN-13: 9789813229686
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