The Mathematical Methods of Artificial Intelligence (Paperback)
Language: English
Published by Eliva Press, 2026
- Softcover
- New
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
AbeBooks seller since October 12, 2005
Condition: New
£ 39.10
Quantity: 1 available
Add to basketItem description from seller
Paperback. The Mathematical Methods of Artificial Intelligence Purpose, Role, and Real-World Application Beneath every chatbot, recommendation engine, and image classifier lies not a single mysterious algorithm - but a small, precise set of mathematical methods, each doing a specific job. This book names them, explains them, and shows exactly where they work inside systems you use every day. "The mystery, on inspection, resolves into a toolkit - and this book is a guide to the tools." Twelve chapters, one method each. Linear algebra encodes a Netflix film as a vector of hidden tastes. Calculus finds the direction of improvement inside a training loop. Gradient descent walks that direction, step by step, until a language model learns to predict language as people actually write it. Probability turns uncertain evidence into a Gmail spam decision. Information theory supplies the very measure of error that trains ChatGPT. And logic - the oldest method of all - still guarantees, with mathematical certainty, that aircraft software will never fail in a way no test ever caught. Every chapter follows the same structure: definition - purpose - role in AI - key formulas - one real system. Read in sequence, the chapters build from foundation upward. Read singly, each stands as a self-contained reference. No advanced background is assumed beyond basic algebra and a willingness to read an equation as a compact sentence. Inside this book: Linear algebra Netflix recommendations - Calculus Image classifier training - Gradient descent GPT-family LLMs - Probability Gmail spam filter - Statistics A/B testing at scale - Information theory ChatGPT word prediction - Regression Credit scoring (FICO) - Distance & similarity Spotify playlists - Neural networks Voice assistants (Siri) - Dimensionality reduction Eigenfaces & face ID - Graph theory Google PageRank - Logic & symbols Formal verification. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9789999345422
- Title
- The Mathematical Methods of Artificial Intelligence (Paperback)
- Author
- Hafidha Sebbagh
- Publisher
- Eliva Press
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 9999345425
- ISBN 13
- 9789999345422
"Synopsis" 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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| Item | 6 to 14 business days | 6 to 16 business days |
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| First item | £ 0.00 | £ 0.00 |
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APOLLO ONLINE CORP.
605 Geddes Street
Wilmington, DE U.S.A. 19805
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