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Anotace knihy

Generative AI with PyTorch is a complete, hands-on guide for engineers, researchers, and applied practitioners who want to build modern generative systems - from GANs and VAEs to diffusion models and large language models. Packed with clear theory, practical design patterns, and production-ready PyTorch code, this book shows you not only what works, but why - and how to make it work in real projects.

Inside you'll find:
• concise math and intuition for each model family;
• end-to-end PyTorch implementations and debugging recipes;
• practical chapters on training stability, evaluation, scaling, and deployment;
• chapters on multimodal models, audio/speech, and ethical safeguards.

Whether you're prototyping photorealistic image synthesis, building a text generation pipeline, or deploying generative systems at scale, Nicholas Clarke gives you the tools and checklists to move from experiments to reliable products. Hands-on exercises, sample code, and diagnostic workflows make this an ideal reference for self-learners and engineering teams alike.

Buy this book to master modern generative architectures, accelerate experiments with production patterns, and ship responsible AI systems using PyTorch.

Parametry knihy

• Plný název: Generative AI with PyTorch
• Podnázev: The Complete Hands-On Guide to GANs, VAEs, Diffusion, and Large Language Models
• Autor: Nicholas Clarke
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 496
• EAN: 9798264613111
• ID: 50532533
• Nakladatelství: Independently published
• Hmotnost: 659 g
• Rozměry: 229 × 152 × 25 mm
• Datum vydání: 09. September 2025

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