Probabilistic Data-Driven Modeling
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
£ 75.25
Quantity: Over 20 available
Add to basketItem description from seller
This book introduces relevant and established data-driven modeling tools currently in use or in development, which will help readers master the art and science of constructing models from data and dive into different application areas. It presents statistical tools useful to individuate regularities, discover patterns and laws in complex datasets, and demonstrates how to apply them to devise models that help to understand these systems and predict their behaviors. By focusing on the estimation of multivariate probabilities, the book shows that the entire domain, from linear regressions to deep learning neural networks, can be formulated in probabilistic terms. This book provides the right balance between accessibility and mathematical rigor for applied data science or operations research students, graduate students in CSE, and machine learning and uncertainty quantification researchers who use statistics in their field. Background in probability theory and undergraduate mathematics is assumed.…
Seller Inventory # LU-9781009221856
- Title
- Probabilistic Data-Driven Modeling
- Author
- Tomaso Aste
- Publisher
- Cambridge University Press, GB
- Publication year
- 2025
- Condition
- New
- Binding
- Hardback
- Language
- English
- ISBN 10
- 100922185X
- ISBN 13
- 9781009221856
- Item weight
- 1,000 grams
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Rarewaves.com USA
London, London, United Kingdom
AbeBooks seller since June 11, 2025
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