Learn Generative AI with PyTorch
by
Mark Liu
Book Details
Format
Hardback or Cased Book
ISBN-10
1633436462
ISBN-13
9781633436466
Publisher
Manning Publications
Imprint
Manning Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 13th, 2024
Print length
432 Pages
Weight
790 grams
Dimensions
18.80 x 23.40 x 2.70 cms
Ksh 8,300.00
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Learn how generative AI works by building your very own models that can write coherent text, create realistic images, and even make lifelike music.
Learn how generative AI works by building your very own models that can write coherent text, create realistic images, and even make lifelike music.
Learn Generative AI with PyTorch teaches the underlying mechanics of generative AI by building working AI models from scratch. Throughout, you''ll use the intuitive PyTorch framework that''s instantly familiar to anyone who''s worked with Python data tools. Along the way, you''ll master the fundamentals of General Adversarial Networks (GANs), Transformers, Large Language Models (LLMs), variational autoencoders, diffusion models, LangChain, and more!
In Learn Generative AI with PyTorch you''ll build these amazing models:
Learn Generative AI with PyTorch teaches the underlying mechanics of generative AI by building working AI models from scratch. Throughout, you''ll use the intuitive PyTorch framework that''s instantly familiar to anyone who''s worked with Python data tools. Along the way, you''ll master the fundamentals of General Adversarial Networks (GANs), Transformers, Large Language Models (LLMs), variational autoencoders, diffusion models, LangChain, and more!
In Learn Generative AI with PyTorch you''ll build these amazing models:
- A simple English-to-French translator
- A text-generating model as powerful as GPT-2
- A diffusion model that produces realistic flower images
- Music generators using GANs and Transformers
- An image style transfer model
- A zero-shot know-it-all agent
About the technology:
Transformers, Generative Adversarial Networks (GANs), diffusion models, LLMs, and other powerful deep learning patterns have radically changed the way we manipulate text, images, and sound. Generative AI may seem like magic at first, but with a little Python, the PyTorch framework, and some practice, you can build interesting and useful models that will train and run on your laptop. This book shows you how.
Get Learn Generative AI with PyTorch by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Manning Publications and it has pages.
