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Foundations Data Science by Blum Avrim (23 results)
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Foundations of Data Science
Published by Hindustan Book Agency, 2020
ISBN 10: 9386279800 ISBN 13: 9789386279804
Language: English
US$ 32.50
Convert currencyUS$ 20.36 shipping from India to U.S.A.Quantity: 5 available
Add to basketSoft cover. Condition: New. 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 counter-intuitive 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. In addition, important structural and complexity measures, such as matrix norms and VC-dimension, are discussed. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data. This beautifully written text is a scholarly journey through the mathematical and algorithmic foundations of data science. Rigorous but accessible, and with many exercises, it will be a valuable resource for advanced undergraduate and graduate classes. Peter Bartlett, University of California, Berkeley. A lucid account of mathematical ideas that underlie today's data analysis and machine learning methods. I learnt a lot from it, and I am sure it will become an invaluable reference for many students, researchers and faculty around the world. Sanjeev Arora, Princeton University, New Jersey.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Condition: New.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 63.00
Convert currencyUS$ 3.99 shipping within U.S.A.Quantity: Over 20 available
Add to basketCondition: New.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Condition: New.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Condition: As New. Unread book in perfect condition.
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Foundations of Data Science
Published by Cambridge University Press CUP, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Condition: New.
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Foundations of Data Science (Hardcover)
Published by Cambridge University Press, Cambridge, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
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 multiple locations in the US or from the UK, depending on stock availability.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
US$ 70.49
Convert currencyUS$ 16.03 shipping from United Kingdom to U.S.A.Quantity: Over 20 available
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Foundations of Data Science
Published by Cambridge University Press 2020-01-31, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 67.06
Convert currencyUS$ 20.73 shipping from United Kingdom to U.S.A.Quantity: 2 available
Add to basketHardcover. Condition: New.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
US$ 70.47
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
Seller rating 5 out of 5 stars
US$ 82.68
Convert currencyUS$ 12.22 shipping from Ireland to U.S.A.Quantity: 2 available
Add to basketCondition: New. 2020. Hardcover. . . . . .
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
US$ 79.88
Convert currencyUS$ 20.07 shipping from United Kingdom to U.S.A.Quantity: 2 available
Add to basketCondition: As New. Unread book in perfect condition.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
Condition: New. 2020. Hardcover. . . . . . Books ship from the US and Ireland.
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FOUNDATIONS OF DATA SCIENCE
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 62.39
Convert currencyUS$ 54.87 shipping from United Kingdom to U.S.A.Quantity: 2 available
Add to basketCondition: NEW.
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Foundations of Data Science (Hardcover)
Published by Cambridge University Press, Cambridge, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 78.56
Convert currencyUS$ 49.52 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketHardcover. 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.
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US$ 100.64
Convert currencyUS$ 33.46 shipping from United Kingdom to U.S.A.Quantity: 2 available
Add to basketHardcover. Condition: Brand New. 424 pages. 10.25x7.25x1.00 inches. In Stock.
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FOUNDATIONS OF DATA SCIENCE
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 79.18
Convert currencyUS$ 56.99 shipping from Germany to U.S.A.Quantity: 2 available
Add to basketCondition: New. 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 resear.
-
Foundations of Data Science (Hardcover)
Published by Cambridge University Press, Cambridge, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 101.74
Convert currencyUS$ 37.00 shipping from Australia to U.S.A.Quantity: 1 available
Add to basketHardcover. 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 Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 106.14
Convert currencyUS$ 33.46 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketHardcover. Condition: New. New. book.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 83.35
Convert currencyUS$ 75.65 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketBuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.
-
Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 71.90
Convert currencyUS$ 8.70 shipping from United Kingdom to U.S.A.Quantity: 4 available
Add to basketCondition: New. Print on Demand.
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Foundations of Data Science
Published by Cambridge University Press, 2020
ISBN 10: 1108485065 ISBN 13: 9781108485067
Language: English
US$ 81.50
Convert currencyUS$ 11.58 shipping from Germany to U.S.A.Quantity: 4 available
Add to basketCondition: New. PRINT ON DEMAND.
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US$ 72.43
Convert currencyUS$ 33.46 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketHardcover. Condition: Brand New. 424 pages. 10.25x7.25x1.00 inches. In Stock. This item is printed on demand.
