Foundations of Data Science - Hardcover
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Availability:In StockContributor:Avrim Blum, John Hopcroft, Ravi KannanPublish date:1/23/2020Pages:432
Language:EnglishPublisher:Cambridge University PressISBN-13:9781108485067ISBN-10:1108485065UPC:9781108485067Book Category:ComputersBook Subcategory:Artificial Intelligence, Computer ScienceBook Topic:Computer Vision & Pattern RecognitionSize:10.10 x 7.20 x 1.00 inchesWeight:2.0018Product ID:SCNJNEN2B1
Foundations of Data Science
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 of...
Language:EnglishPublisher:Cambridge University PressISBN-13:9781108485067ISBN-10:1108485065UPC:9781108485067Book Category:ComputersBook Subcategory:Artificial Intelligence, Computer ScienceBook Topic:Computer Vision & Pattern RecognitionSize:10.10 x 7.20 x 1.00 inchesWeight:2.0018Product ID:SCNJNEN2B1
Blum, Avrim: - Avrim Blum is Chief Academic Officer at Toyota Technical Institute at Chicago and formerly Professor at Carnegie Mellon University, Pennsylvania. He has over 25,000 citations for his work in algorithms and machine learning. He has received the AI Journal Classic Paper Award, ICML/COLT 10-Year Best Paper Award, Sloan Fellowship, NSF NYI award, and Herb Simon Teaching Award, and is a...
Publisher: Cambridge University Press
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