The Mathematical Methods of Artificial Intelligence : Purpose, Role, and Real-World Application

Language: English

Published by Eliva Press, 2026

9999345425 / 9789999345422

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Seller Inventory # 9789999345422

Title
The Mathematical Methods of Artificial Intelligence : Purpose, Role, and Real-World Application
Author
Hafidha Sebbagh
Publisher
Eliva Press
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9999345425
ISBN 13
9789999345422
Item weight
114 grams
Dimensions
229x152x4 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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Einbeck, Germany 37574