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Mastering Generative AI: Design Patterns Frameworks Real-World Applications - Tapa blanda

Singh, Rajni

 
9798319119230: Mastering Generative AI: Design Patterns Frameworks Real-World Applications
Tapa blanda
ISBN 13: 9798319119230
Editorial: Independently published, 2025

Sinopsis

This book offers a practical, end-to-end guide to Generative AI System Design, blending core concepts with real-world applications. Key topics include:

GenAI & ML Foundations: Neural networks, transformers, attention mechanisms, and tokenization.
Model Efficiency: Techniques like parallelism, quantization, pruning, and knowledge distillation.
Core Components: Embeddings, scene graph generation, text-to-phoneme conversion, and more.
Design Framework: A structured 7-step approach for building scalable GenAI systems.
System Blueprints: Detailed system design for Text-to-Text, Text-to-Speech, Text-to-Image, and Text-to-Video generation.
Tech Stack: Overview of GenAI frameworks, infrastructure, and tools.
Interview Prep: Tips, resources, and AI-driven evaluation for system design interviews.
Future Trends: Responsible AI, GenAI for low-power devices, and next-gen models.
Case Studies: Real-world GenAI application

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Independently published
Año de publicación
2025
Idioma
Inglés
ISBN 13 
9798319119230
Encuadernación
Tapa blanda
Número de páginas
336
Contacto del fabricante
Manufactured by Amazon on behalf of the author
https://www.amazon.es/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
Luxembourg
L-1855
Luxemburgo