Machine Learning System Design Interview

Thông tin sách: Machine Learning System Design Interview (Paperback, 294 trang) – ByeByteGo, 2023. Ngôn ngữ: Tiếng Anh.

Machine learning system design interviews are the most difficult to tackle of all technical interview questions. This book provides a reliable strategy and knowledge base for approaching a broad range of ML system design questions. It provides a step-by-step framework for tackling an ML system design question. It includes many real-world examples to illustrate the systematic approach, with detailed steps you can follow.This book is an essential resource for anyone interested in ML system design, whether they are beginners or experienced engineers. Meanwhile, if you need to prepare for an ML interview, this book is specifically written for you.What’s inside?- An insider’s take on what interviewers really look for and why.- A 7-step framework for solving any ML system design interview question.- 10 real ML system design interview questions with detailed solutions.- 211 diagrams that visually explain how various systems work.Table Of ContentsChapter 1 Introduction and OverviewChapter 2 Visual Search SystemChapter 3 Google Street View Blurring SystemChapter 4 YouTube Video SearchChapter 5 Harmful Content DetectionChapter 6 Video Recommendation SystemChapter 7 Event Recommendation SystemChapter 8 Ad Click Prediction on Social PlatformsChapter 9 Similar Listings on Vacation Rental PlatformsChapter 10 Personalized News FeedChapter 11 People You May Know