Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language

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

Editorial Team, Turing

Paperback

Series: Advanced Mathematics in Everyday Language, Book 3

General Computers

ISBN10: 9199156911
ISBN13: 9789199156910
Publisher: Turing App
Published: Apr 15 2026
Pages: 58
Weight: 0.20
Height: 0.12 Width: 6.00 Depth: 9.00
Language: English
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.

Also from

Editorial Team, Turing

View All

Also in

General Computers

View All