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Mathematical Analysis for Machine Learning and Data Mining, Hardcover by Simo...

Simovici introduces mathematical analysis for machine learning and data mining to computer science students who have completed the standard sequence of calculus, linear algebra, and discrete mathematics.

363.72$ Buy It Now

Item	387382516883
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Condition	Like New
Book Title	Mathematical Analysis for Machine Learning and Data Mining
ISBN	9789813229686
Type	Textbook
Format	Hardcover
Language	English
Subject Area	Computers
Publication Name	Mathematical Analysis for Machine Learning and Data Mining
Author	Dan A. Simovici
Publisher	World Industries Scientific Publishing Co Pte LTD
Subject	Databases / Data Mining
Item Weight	0 Oz
Number of Pages	880 Pages

Mathematical Analysis for Machine Learning and Data Mining, Hardcover by Simovici, Dan, ISBN 9813229683, ISBN-13 9789813229686, Like New Used, Free shipping in the USSimovici introduces mathematical analysis for machine learning and data mining to computer science students who have completed the standard sequence of calculus, linear algebra, and discrete mathematics. He covers set-theory and algebra preliminaries, topology, measure and integration, functional analysis and convexity, and applications. His topics are linear spaces, the algebra of convex sets, topology, metric space topologies, topological linear spaces, measurable spaces and measures, integration, Banach spaces, the differentiability of functions defined on normed spaces, Hilbert spaces, convex functions, optimization, iterative algorithms, neural networks, regression, and support vector machines. Annotation ©2018 Ringgold, Inc., Portland, OR ()

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