{"product_id":"9781633436466-learn-generative-ai-wpytorch","title":"Learn Generative AI with PyTorch","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eLearn how generative AI works by building your very own models that can write coherent text, create realistic images, and even make lifelike music.\u003c\/p\u003e\n\u003cbr\u003e\u003cstrong\u003eLearn how generative AI works by building your very own models that can write coherent text, create realistic images, and even make lifelike music.\u003c\/strong\u003e   \u003cbr\u003e   \u003cbr\u003e   \u003cem\u003eLearn Generative AI with PyTorch\u003c\/em\u003e 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!   \u003cbr\u003e   \u003cbr\u003eIn    \u003cem\u003eLearn Generative AI with PyTorch\u003c\/em\u003e you'll build these amazing models:   \u003cbr\u003e   \u003cbr\u003e   \u003cul\u003e\n\u003cli\u003eA simple English-to-French translator\u003c\/li\u003e\n\u003cli\u003eA text-generating model as powerful as GPT-2\u003c\/li\u003e\n\u003cli\u003eA diffusion model that produces realistic flower images\u003c\/li\u003e\n\u003cli\u003eMusic generators using GANs and Transformers\u003c\/li\u003e\n\u003cli\u003eAn image style transfer model\u003c\/li\u003e\n\u003cli\u003eA zero-shot know-it-all agent\u003c\/li\u003e\n\u003c\/ul\u003e The generative AI projects you create use the same underlying techniques and technologies as full-scale models like GPT-4 and Stable Diffusion. You don't need to be a machine learning expert—you can get started with just some basic Python programming skills.               \u003cstrong\u003eAbout the technology:\u003c\/strong\u003e              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.\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":55179818893686,"sku":"9781633436466","price":34.27,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/stand_40494540_5c47cb94-dd67-4563-9209-d968aed26df4.jpg?v=1774488653","url":"https:\/\/www.rarewaves.com\/products\/9781633436466-learn-generative-ai-wpytorch","provider":"Rarewaves.com","version":"1.0","type":"link"}