Generative AI with Python and PyTorch - Navigating the AI Frontier with LLMs, Stable Diffusion, and Next‑Gen AI Applications (2nd Edition)

Become an expert in Generative AI through immersive, hands-on projects that leverage today's most powerful models for Natural Language Processing (NLP) and computer vision. Generative AI with Python and PyTorch is your end-to-end guide to creating advanced AI applications, made easy by Raghav B...

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Bibliographic Details
Main Authors: Babcock Joseph, Bali Raghav
Format: eBook
Language:English
Published: Packt Publishing 2025
Subjects:
Programming Languages
Software Engineering
ISBN:9781835884447, 183588444X
Online Access:Get full text
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Table of Contents:
  • Title Page Preface Table of Contents 1. Introduction to Generative AI: Drawing Data from Models 2. Building Blocks of Deep Neural Networks 3. The Rise of Methods for Text Generation 4. NLP 2.0: Using Transformers to Generate Text 5. LLM Foundations 6. Open-Source LLMs 7. Prompt Engineering 8. LLM Toolbox 9. LLM Optimization Techniques 10. Emerging Applications in Generative AI 11. Neural Networks Using VAEs 12. Image Generation with GANs 13. Style Transfer with GANs 14. Deepfakes with GANs 15. Diffusion Models and AI Art Index