PirateBay Download | liu m learn generative ai pytorch 2024 final

liu m learn generative ai pytorch 2024 final

Type:: E-books
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Size:: 70.8 MB
Uploaded On:: Oct. 3, 2024, 6:56 a.m.
Added By:: andryold1
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Info Hash:: 2C0E8D90D560DA789E35E140A2F03E89D2222B99

Textbook in PDF format Create your own generative AI models for text, images, music, and more!. Generative AI tools like ChatGPT, Bard, and DALL-E have transformed the way we work. Learn Generative AI with PyTorch takes you on an incredible hands-on journey through creating and training AI models using Python, the free PyTorch framework and the hardware you already have in your office. 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. All you need is Python and the fundamentals of machine learning to get started. You’ll learn the rest as you go! About the book Learn Generative AI with PyTorch teaches the underlying mechanics of generative AI by building working AI models from scratch. Every model you’ll create is fun and fascinating, in projects that include generating color images of anime faces, changing the hair color in a photograph, training a model to write like Hemingway, and generating music in the style of Mozart. Throughout, you’ll use the intuitive PyTorch framework that’s instantly familiar to anyone who’s worked with Python data tools. You’ll begin by creating simple content like shapes, numbers, and images using Generative Adversarial Networks (GANs). Then, each chapter introduces a new project as you work towards building your own LLMs. About the reader For Python programmers who know the basics of machine learning. No knowledge of PyTorch or generative AI required

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liu m learn generative ai pytorch 2024 final

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