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

Language: English

Published by Independently Published Apr 2026, 2026

9199156911 / 9789199156910

Series: Book 2 of 7 - Advanced Mathematics in Everyday Language

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

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Softcover

Condition: New

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Neuware - 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.

Seller Inventory # 9789199156910

Title
Mathematics of LLMs Made Simple : Algorithms That Power LLMs, Explained in Everyday Language
Author
Turing Editorial Team
Publisher
Independently Published Apr 2026
Publication year
2026
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9199156911
ISBN 13
9789199156910
Item weight
93 grams
Dimensions
229x152x3 mm
Series
Book 2 of 7: Advanced Mathematics in Everyday Language

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
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Einbeck, Germany 37574

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AHA-BUCH GmbH
represented by the managing director Christel Glass
Garlebsen 48
37574 Einbeck
Deutschland
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