000			01281nam a2200133 4500
020			_a978000988898
082			_a006.3101515 _bSIM/M
100			_aSimovici, Dan
245			_aMathematical analysis for machine learning and data mining
260			_aNew Jersey _bWorld Scientific
300			_a968 p.
520			_aMATHEMATICAL 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 Feel Books Pvt. Ltd. 4381/4 Ansari Road Daryaganj New Delhi 110002 Tel: +91 11 47472600 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.
942			_cBK
999			_c66234 _d66234