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Mathematical Analysis for Machine Learning and Data Mining by Simovici, Dan A.

Mathematical Analysis for Machine Learning and Data Mining

by Simovici, Dan A.
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Book cover type: Hardcover
  • ISBN13: 9789813229686
  • Binding: Hardcover
  • Subject: Computer Science and Information Technology
  • Publisher: World Scientific Publishers
  • Publisher Imprint: World Scientific Publishers
  • Publication Date:
  • Pages: 986
  • Original Price: USD 374.0
  • Language: English
  • Edition: N/A
  • Item Weight: 1475 grams
  • BISAC Subject(s): Machine Theory, Data Science / Data Analytics, and Artificial Intelligence / General

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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