Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language - Brossura

Editorial Team, Turing

 
9789199156910: Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language
Brossura
ISBN 10: 9199156911 ISBN 13: 9789199156910
Casa editrice: The Turing App, 2026

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
The Turing App
Data di pubblicazione
2026
Lingua
Inglese
ISBN 10 
9199156911
ISBN 13 
9789199156910
Rilegatura
Copertina flessibile
Numero di pagine
56
Contatto del produttore
Manufactured by Amazon on behalf of the author
https://www.amazon.it/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
Luxembourg
L-1855
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