System Design: Preparing for a Tough GenAI Interview
System Design: Preparing for a Tough GenAI Interview
29.99 €
System Design interviews are very popular with employers; they easily test your communication skills and assess your ability to solve real-world problems.
This intensive workshop on designing complex ML systems focuses on the hottest topic of recent years: generative artificial intelligence. If you're a data scientist or ML engineer ready to move beyond theoretical knowledge and isolated models to building full-fledged, scalable, and reliable products, this book is for you. The authors don't just talk about transformers and diffusion models—they guide the reader through the entire system lifecycle: from data collection and cleaning, to architecture selection, to deployment and monitoring. The book is built around real-world case studies (Gmail Smart Compose, Google Translate, ChatGPT), making it an invaluable resource for preparing for challenging System Design interviews and for real-world work.
What's inside?
- What's really asked in GenAI system design interviews and why (insider information);
- A 7-step framework for preparing for system design questions;
- 10 real-world GenAI system design challenges with detailed solutions;
- Over 280 diagrams to help you understand complex GenAI systems.
This intensive workshop on designing complex ML systems focuses on the hottest topic of recent years: generative artificial intelligence. If you're a data scientist or ML engineer ready to move beyond theoretical knowledge and isolated models to building full-fledged, scalable, and reliable products, this book is for you. The authors don't just talk about transformers and diffusion models—they guide the reader through the entire system lifecycle: from data collection and cleaning, to architecture selection, to deployment and monitoring. The book is built around real-world case studies (Gmail Smart Compose, Google Translate, ChatGPT), making it an invaluable resource for preparing for challenging System Design interviews and for real-world work.
What's inside?
- What's really asked in GenAI system design interviews and why (insider information);
- A 7-step framework for preparing for system design questions;
- 10 real-world GenAI system design challenges with detailed solutions;
- Over 280 diagrams to help you understand complex GenAI systems.
See also:
- All books by the publisher
- All books by the author
- All books in the series Programmer's library