Can I read Mathematical Analysis for Machine Learning and Data Mining on EtoBox?

Mathematical Analysis for Machine Learning and Data Mining by Simovici, Dan A is a scholarly article available to read on EtoBox.

What is Mathematical Analysis for Machine Learning and Data Mining about?

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)

Author

Simovici, Dan A

Publisher

World Scientific Publishing Co. Pte Ltd

Published

2018

Language

EN

ISBN

9789813229693