Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language - Softcover
Synopsis
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.
"synopsis" may belong to another edition of this title.
Search results for Mathematics of LLMs Made Simple: Algorithms That Power...
Stock Image
Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 53628150
Stock Image
Mathematics of LLMs Made Simple
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9789199156910
Buy New
£ 11.36
£ 3.29 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 53628150-n
Stock Image
Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 53628150-n
Buy New
£ 11.35
£ 15 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 53628150
Buy Used
£ 12.20
£ 15 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Seller Image
Editorial Team, T: Mathematics of LLMs Made Simple
Published by
Independently Published Apr 2026, 2026
ISBN 10: 9199156911
ISBN 13: 9789199156910
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. 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. Seller Inventory # 9789199156910