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101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)

By Kenwright

Learn generative AI through 101 focused projects using cutting-edge models like ChatGPT, Stable Diffusion, and transformers.

WHAT THE PUBLISHER HIGHLIGHTS

  • Master generative AI using step-by-step hands-on projects.
  • Experiment with real-world applications in text, image, and voice.
  • Build a portfolio of intelligent systems using open-source tools.

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INSIDE THE BOOK

About this book

Dive into the world of generative AI with 101 progressive projects that teach you how to create, customize, and deploy models across text, image, and voice domains. Whether you're coding a chatbot, building an image generator, or training your own transformer, this book helps you understand each step through practical examples. Ideal for learners, hobbyists, and professionals looking to sharpen their skills in the rapidly evolving field of AI.

From the publisher’s description

  • Master generative AI using step-by-step hands-on projects.
  • Experiment with real-world applications in text, image, and voice.
  • Build a portfolio of intelligent systems using open-source tools.
  • Understand the inner workings of models like ChatGPT, Stable Diffusion, and more.

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ANOTHER PERSPECTIVE

Perspectives on the books

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Reader review4

An enjoyable and informative read

An enjoyable and informative read, though it could have been shorter.

I had been on the fence about this one for a while, and I should have bought it sooner. The exercises at the end of each chapter are worth doing — they caught a few misconceptions I did not know I had. I appreciated the honesty about what the book does not cover — it saved me from expecting things that were not there. Some of the material is available elsewhere, but rarely presented this clearly. Four stars, and I suspect a second edition could easily push it to five.

Emily FloresUniversity lecturer · Vancouver, BC
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)
Reader review5

Highly recommended

I have read a lot of books on this subject and this is the clearest.

There is a particular kind of technical book that is dense without being difficult, and this is one of them. The chapters on artificial intelligence are the strongest — the examples are stripped down but complete, and I could follow along without constant guessing. I particularly liked the way the author builds up from simple cases before introducing the harder material. The early chapters move quickly through material I already knew, but the later sections were genuinely new to me. Worth the money and the reading time, without hesitation.

Harry KingRobotics engineer · New York, NY
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)
Reader review5

A superb guide

Excellent from start to finish. No filler, no padding.

I have been working with artificial intelligence for a few years now and I still found plenty here that was new to me. There is a section near the end that ties several earlier ideas together in a way I had not seen before. The examples are small enough to type out and experiment with, which is exactly what I want from a book like this. The examples are small enough to type out and experiment with, which is exactly what I want from a book like this. Worth the money and the reading time, without hesitation.

Rachel WatsonTechnical editor · Cape Town, ZA
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)

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