Items related to Foundations of Data Science
Synopsis
Covers mathematical and algorithmic foundations of data science: machine learning, high-dimensional geometry, and analysis of large networks.
"synopsis" may belong to another edition of this title.
About the Authors
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 Fellow of the Association for Computing Machinery (ACM).
John Hopcroft is a member of the National Academy of Sciences and National Academy of Engineering, and a foreign member of the Chinese Academy of Sciences. He received the Turing Award in 1986, was appointed to the National Science Board in 1992 by President George H. W. Bush, and was presented with the Friendship Award by Premier Li Keqiang for his work in China.
Ravi Kannan is Principal Researcher for Microsoft Research, India. He was the recipient of the Fulkerson Prize in Discrete Mathematics (1991) and the Knuth Prize (ACM) in 2011. He is a distinguished alumnus of the Indian Institute of Technology, Bombay, and his past faculty appointments include Massachusetts Institute of Technology, Carnegie Mellon University, Pennsylvania, Yale University, Connecticut, and the Indian Institute of Science.
"About this title" may belong to another edition of this title.
Search results for Foundations of Data Science
Stock Image
FOUNDATIONS OF DATA SCIENCE
Published by
Cambridge University Press, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: Speedyhen, London, United Kingdom
Seller rating 5 out of 5 stars
Condition: NEW. Seller Inventory # NW9781108485067
Quantity: 2 available
Seller Image
Foundations of Data Science
Published by
Cambridge University Press, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 37655859-n
Quantity: 2 available
Stock Image
Foundations of Data Science
Published by
Cambridge University Press 2020-01-31, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: Chiron Media, Wallingford, United Kingdom
Seller rating 4 out of 5 stars
Hardcover. Condition: New. Seller Inventory # 6666-GRD-9781108485067
Quantity: 2 available
Stock Image
Foundations of Data Science
Published by
Cambridge University Press, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781108485067_new
Quantity: Over 20 available
Stock Image
Foundations of Data Science (Hardcover)
Published by
Cambridge University Press, Cambridge, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: CitiRetail, Stevenage, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. 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 and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data. This book is aimed towards both undergraduate and graduate courses in computer science on the design and analysis of algorithms for data. The material in this book will provide students with the mathematical background they need for further study and research in machine learning, data mining, and data science more generally. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9781108485067
Quantity: 1 available
Seller Image
Foundations of Data Science
Published by
Cambridge University Press, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
Used
Hardcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 37655859
Quantity: 2 available
Stock Image
Foundations of Data Science
Published by
Cambridge University Press, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # 381641408
Quantity: 4 available
Stock Image
Foundations of Data Science
Print on DemandSeller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Brand New. 424 pages. 10.25x7.25x1.00 inches. In Stock. This item is printed on demand. Seller Inventory # __1108485065
Quantity: 1 available
Stock Image
Foundations of Data Science
Published by
Cambridge University Press, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781108485067
Quantity: Over 20 available
Stock Image
Foundations of Data Science
Published by
Cambridge University Press CUP, 2020
ISBN 10: 1108485065
ISBN 13: 9781108485067
New
Hardcover
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26382262559
Quantity: 4 available