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Generative AI System Design Interview

Specificaties
Paperback, 377 blz. | Engels
Uitgevers overig | e druk, 2024
ISBN13: 9781736049143
Rubricering
Hoofdrubriek : Computer en informatica
Uitgevers overig e druk, 2024 9781736049143
Verwachte levertijd ongeveer 6 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9781736049143
Trefwoorden:Generatieve AI
Taal:Engels
Bindwijze:paperback
Aantal pagina's:377
Verschijningsdatum:16-11-2024

Inhoudsopgave

1 Introduction and Overview
2 Gmail Smart Compose
3 Google Translate
4 ChatGPT: Personal Assistant Chatbot
5 Image Captioning
6 Retrieval-Augmented Generation
7 Realistic Face Generation
8 High-Resolution Image Synthesis
9 Text-to-Image Generation
10 Personalized Headshot Generation
11 Text-to-Video Generation

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        Generative AI System Design Interview