The Mathematical Methods of Artificial Intelligence (Paperback)

Lingua: inglese

Editore: Eliva Press, 2026

9999345425 / 9789999345422

Da: CitiRetail, Stevenage, Regno UnitoCitiRetail

Venditore con 5 stelle

Venditore AbeBooks dal 29 giugno 2022

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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 our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

Codice articolo 9789999345422

Titolo
The Mathematical Methods of Artificial Intelligence (Paperback)
Autore
Hafidha Sebbagh
Editore
Eliva Press
Anno di pubblicazione
2026
Condizione
new
Rilegatura
Paperback
Lingua
inglese
ISBN 10
9999345425
ISBN 13
9789999345422

CitiRetail

Stevenage, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 29 giugno 2022

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 7 a 14 giorni lavorativiDa 7 a 60 giorni lavorativi
Primo articoloEUR 44,38EUR 44,38
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