The Mathematics of Data (Hardcover)
Language: English
Published by American Mathematical Society, Providence, 2018
- Hardcover
- New
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
AbeBooks seller since October 12, 2005
Condition: New
£ 126.50
Quantity: 1 available
Add to basketItem description from seller
Hardcover. Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book gives an introduction to the mathematical methods that form the foundations of machine learning and data science, presented by leading experts in computer science, statistics, and applied mathematics. Although the chapters can be read independently, they are designed to be read together as they lay out algorithmic, statistical, and numerical approaches in diverse but complementary ways.This book can be used both as a text for advanced undergraduate and beginning graduate courses, and as a survey for researchers interested in understanding how applied mathematics broadly defined is being used in data science. It will appeal to anyone interested in the interdisciplinary foundations of machine learning and data science. Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book provides an introduction to the mathematical methods that form the foundations of machine learning and data science. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9781470435752
- Title
- The Mathematics of Data (Hardcover)
- Author
- Michael W. Mahoney
- Publisher
- American Mathematical Society, Providence
- Publication year
- 2018
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1470435756
- ISBN 13
- 9781470435752
This book can be used both as a text for advanced undergraduate and beginning graduate courses, and as a survey for researchers interested in understanding how applied mathematics broadly defined is being used in data science. It will appeal to anyone interested in the interdisciplinary foundations of machine learning and data science.
"Synopsis" may belong to another edition of this title.
About the Author
John C. Duchi, Stanford University, CA.
Anna C. Gilbert, University of Michigan, Ann Arbor, MI.
"About the title" may belong to another edition of this title.
Grand Eagle Retail
Bensenville, IL, U.S.A.
AbeBooks seller since October 12, 2005
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