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The Generative AI Stack: Building Real-World Applications with LLMs and Diffusion Models

The Generative AI Stack: Building Real-World Applications with LLMs and Diffusion Models

Paperback

General Computers

ISBN13: 9798278596530
Publisher: Independently Published
Published: Dec 13 2025
Pages: 274
Weight: 0.81
Height: 0.58 Width: 6.00 Depth: 9.00
Language: English
The Generative AI Stack: Building Real-World Applications with LLMs and Diffusion Models is a comprehensive, hands-on, and full-stack guide designed to empower students, developers, and entrepreneurs to build real-world, production-ready applications using Large Language Models (LLMs) and Diffusion Models. This book bridges the gap between the theoretical understanding of AI and the practical engineering skills needed to create meaningful products. It takes you on a structured journey from the fundamental principles of Generative AI to the deployment and maintenance of sophisticated, scalable systems.

Philosophy

The core philosophy of this book is Theory in Service of Practice. Every theoretical concept is introduced with a clear purpose: to provide the necessary foundation for the practical implementation that follows. We avoid abstract, non-essential theory and instead focus on the knowledge you need to make informed decisions as a developer-how to choose the right model, design an effective system architecture, and write efficient, functional code. We demystify the magic of AI and reframe it as a powerful, accessible, and versatile engineering discipline.


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Singh, Ajit

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General Computers