Mathematical Analysis for Machine Learning and Data Mining

by Dan Simovici

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...

• Format: Hardcover
• Language: English
• ISBN: 9813229683
• ISBN13: 9789813229686
• Release Date: July 2018
• Publisher: World Scientific Publishing Company
• Length: 984 Pages
• Weight: 3.25 lbs.
• Dimensions: 2.0" x 6.0" x 9.0"