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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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Catalogue reference: 1bb628449647d2b0

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

Readers, in their own words

Explore reviews
Reader review5

Excellent from start to finish

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

I came to this book already familiar with the basics, and it still had plenty to offer. There is a section near the end that ties several earlier ideas together in a way I had not seen before. The explanations are careful without being condescending, which is a difficult balance to strike. The chapters on artificial intelligence are the strongest — the examples are stripped down but complete, and I could follow along without constant guessing. This is the book I wish had existed when I started working with artificial intelligence.

Ryan MooreSoftware engineer · Prague, CZ
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)
Reader review4

A worthwhile read

Recommended, with the caveat that it is not a gentle introduction.

I came to this book already familiar with the basics, and it still had plenty to offer. The author avoids over-explaining, which keeps the pace up but means you need to pay attention. It is denser than the page count suggests, and I found myself slowing down around the middle. Solid, and I would buy another book from this author without hesitation.

David WoodSelf-taught developer · Lyon, FR
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)
Reader review4

Well worth picking up

Very good, with a few caveats. The core material is strong.

I was looking for something that would bridge the gap between tutorials and proper reference material, and this does that well. The exercises at the end of each chapter are worth doing — they caught a few misconceptions I did not know I had. The explanations are careful without being condescending, which is a difficult balance to strike. The code samples assume a particular environment, which took a bit of fiddling to get running properly. Recommended, with the caveat that it is not a gentle introduction.

Alex GreenData scientist · Helsinki, FI
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)

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