Mastering Generative AI: Design Patterns Frameworks Real-World Applications (Paperback) (ISBN-13: 9798319119230)

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

Author: Rajni Singh
ISBN-13: 9798319119230
Publisher: Independently Published
Language: English
Published: 04/17/2025
Pages: 338
Format: Paperback
Weight: 1.00lbs
Size: 9.00h x 6.00w x 0.70d