Generative AI System Design Interview

Description

Designing generative AI (GenAI) systems for interviews can be complex and challenging. This book offers a clear and structured approach to help you tackle a wide range of GenAI system design questions. It provides a practical framework and real-world examples to make learning these concepts easier. This book complements our ML System Design Interview book. While the first book focuses on topics such as search and recommendation systems, this one centers on generative systems, with detailed examples and explanations to help you understand how GenAI systems are built in practice. What’s inside? - An insider’s perspective on what interviewers are truly looking for and why. - A 7-step framework to help you tackle GenAI system design interview questions. - 10 real-world GenAI system design questions with in-depth solutions. - 280+ diagrams to demystify complex GenAI systems. Table Of Contents Chapter 1 Introduction and Overview Chapter 2 Gmail Smart Compose Chapter 3 Google Translate Chapter 4 ChatGPT: Personal Assistant Chatbot Chapter 5 Image Captioning Chapter 6 Retrieval-Augmented Generation Chapter 7 Realistic Face Generation Chapter 8 High-Resolution Image Synthesis Chapter 9 Text-to-Image Generation Chapter 10 Personalized Headshot Generation Chapter 11 Text-to-Video Generation