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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 review5

Finally, an explanation that clicks

Better than I expected. Rare to find a technical book this well judged.

I had been on the fence about this one for a while, and I should have bought it sooner. The index and cross-references are surprisingly good, which matters for a book I will come back to. I found myself making notes in the margins, which is always a good sign. If you have the prerequisites, this is an easy recommendation. I will be keeping it on my desk rather than the shelf.

Nina WalkerTechnical lead · Montreal, QC
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)
Reader review5

Excellent from start to finish

The clearest explanation of artificial intelligence I have come across.

I was looking for something that would bridge the gap between tutorials and proper reference material, and this does that well. 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. I particularly liked the way the author builds up from simple cases before introducing the harder material. Worth the money and the reading time, without hesitation.

Ahmed DavisUniversity lecturer · New York, NY
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)
Reader review4

Strong content, uneven pacing

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

I have been working with artificial intelligence for a few years now and I still found plenty here that was new to me. A few of the examples could be more realistic, but the underlying points come across clearly. There is a section near the end that ties several earlier ideas together in a way I had not seen before. Recommended, with the caveat that it is not a gentle introduction.

James RiveraMachine learning engineer · Tel Aviv, IL
101 Generative AI Projects: Diffusion Models, Transformers, ChatGPT, and Other LLMs (Paperback)

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