TY  - BOOK
AU  - Simovici, Dan
TI  - Mathematical analysis for machine learning and data mining
SN  - 978000988898
U1  - 006.3101515 
CY  - New Jersey
PB  - World Scientific
N2  - MATHEMATICAL ANALYSIS FOR MACHINE
LEARNING AND DATA MINING
By
Dan Simovici (University
of Massachusetts, Boston,
USA)
ISBN 9780000988898
Extent: 984pp, PB
Pub Date: 2020
Price: Rs. 1795
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ABOUT THE BOOK
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
ER  -