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Generative AI system design interview : an insider's guide

By: Contributor(s): Material type: TextTextPublication details: Mumbai : Shroff Publishers, ©2024Description: i, 369 p. : col. ill. ; 25 cmISBN:
  • 9789355424969
Subject(s): DDC classification:
  • 006.3 AMI-G
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
Summary: Designing generative AI (GenAI) systems for interviews can be a complex and challenging task. 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.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Books Books IIITD Reference Competitive Exams REF 006.3 AMI-G (Browse shelf(Opens below)) Not for loan 013646
Total holds: 0

Includes references.

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

Designing generative AI (GenAI) systems for interviews can be a complex and challenging task. 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.

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