Mathematical Methods in Data Science
Language: English
Published by Cambridge University Press, GB, 2025
- Hardcover
- New
Seller: Rarewaves.com USA, London, London, United KingdomRarewaves.com USA
AbeBooks seller since June 11, 2025
Condition: New
£ 174.58
Quantity: Over 20 available
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Bridge the gap between theoretical concepts and their practical applications with this rigorous introduction to the mathematics underpinning data science. It covers essential topics in linear algebra, calculus and optimization, and probability and statistics, demonstrating their relevance in the context of data analysis. Key application topics include clustering, regression, classification, dimensionality reduction, network analysis, and neural networks. What sets this text apart is its focus on hands-on learning. Each chapter combines mathematical insights with practical examples, using Python to implement algorithms and solve problems. Self-assessment quizzes, warm-up exercises and theoretical problems foster both mathematical understanding and computational skills. Designed for advanced undergraduate students and beginning graduate students, this textbook serves as both an invitation to data science for mathematics majors and as a deeper excursion into mathematics for data science students.…
Seller Inventory # LU-9781009509459
- Title
- Mathematical Methods in Data Science
- Author
- Sébastien Roch
- Publisher
- Cambridge University Press, GB
- Publication year
- 2025
- Condition
- New
- Binding
- Hardback
- Language
- English
- ISBN 10
- 1009509454
- ISBN 13
- 9781009509459
- Item weight
- 1,345 grams
- Series
- Book 23 of 24: Cambridge Mathematical Textbooks
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About the Author
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Rarewaves.com USA
London, London, United Kingdom
AbeBooks seller since June 11, 2025
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