English | 20 April 2025 | ASIN: B0F5Q3RV3G | 417 pages| Epub | 13 MB
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
Mastering Generative Ai: Design Patterns Frameworks Real-World Applications
