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Found 1 from your keywords: author="Avrim Blum , John Hopc...
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Foundations of Data Science
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Avrim Blum , John Hopcroft , Ravindran Kannan

This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals …

Edition
1st
ISBN/ISSN
978-1108485067
Collation
432
Series Title
-
Call Number
006..312