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Hands-On Large Language Models

Illustrated guide to understanding and building Large Language Models with over 275 custom figures.

How the 7.5 was reached

  1. Quality of output8/10

    Endorsed by Andrew Ng and Nils Reimers; companion repo has 29,378 stars. llm-book.com

  2. Ease of use8/10

    All examples run in Google Colab on a free T4 GPU, so readers reach working code quickly. github.com

  3. Pricing value6/10

    Sold as a paid book (one listing €76.99); code on GitHub is free under Apache-2.0. amazon.com

  4. API and integration qualityn/a

    Book is not software running in a workflow.

  5. Solves the problem it claims to solve8/10

    Expert endorsements and 29k-star repo show it delivers an illustrated, code-based LLM guide. github.com

7.5/10 is the mean of the 4 criteria that apply. Scored on the five-criteria rubric v1, 29 September 2026. How scoring works

Pricing

Book
Custom
  • 275+ custom illustrations
  • Working code examples
  • Industry applications
  • Key paper references

Key Features

  • Comprehensive LLM fundamentals
  • Visual learning with 275+ figures
  • Practical code implementations
  • Industry use cases and applications
  • Academic paper references and timelines

Pros & Cons

Pros

  • Highly visual approach with custom illustrations
  • Endorsed by industry leaders like Andrew Ng
  • Combines theory with practical code
  • Covers both technical concepts and real-world applications

Cons

  • Static book format may become outdated quickly
  • Pricing information not readily available
  • May require existing programming knowledge
  • Limited interactive learning compared to online courses
Verdict

A well-regarded educational resource for learning LLMs with strong visual presentation and industry endorsements, though the book format may limit its ability to stay current with rapidly evolving technology.

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