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Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language (Advanced Mathematics in Everyday Language, Band 3) - Softcover

Buch 2 von 5: Advanced Mathematics in Everyday Language

Editorial Team, Turing

 
9789199156910: Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language (Advanced Mathematics in Everyday Language, Band 3)
Softcover
ISBN 10: 9199156911 ISBN 13: 9789199156910
Verlag: The Turing App, 2026

Inhaltsangabe

This is an essential guide of the mathematics, algorithms, and trade-offs behind large language models, all explained in everyday language for everyone. Learn how LLMs truly work, behind the scene

This is for everyone, irrespective of whether you have background in computers or not. You will see how LLMs turn text into tokens, tokens into probabilities, and probabilities into coherent language.

The book covers information theory, entropy, n-gram models, Byte Pair Encoding, embeddings, transformers, fine-tuning, and inference. It explains why scale improves performance, why overfitting wrecks reliability, how memory extends context, and how multimodal systems connect words with images, audio, and video.

It also goes inside the research lab: data pipelines, compute infrastructure, failed experiments, ethical risks, and the human labor required to make these systems work at all.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
The Turing App
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
9199156911
ISBN 13 
9789199156910
Einband
Taschenbuch
Anzahl der Seiten
56
Kontakt zum Hersteller
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