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Bibliographic Details

Title: Machine Learning System Design Interview
Publisher: ByeByteGo
Publication Date: 2023
Language: English
ISBN 10: 1736049127
ISBN 13: 9781736049129
Binding: Paperback
Condition: Good

About this title

Synopsis

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 Contents
Chapter 1 Introduction and Overview
Chapter 2 Visual Search System
Chapter 3 Google Street View Blurring System
Chapter 4 YouTube Video Search
Chapter 5 Harmful Content Detection
Chapter 6 Video Recommendation System
Chapter 7 Event Recommendation System
Chapter 8 Ad Click Prediction on Social Platforms
Chapter 9 Similar Listings on Vacation Rental Platforms
Chapter 10 Personalized News Feed
Chapter 11 People You May Know

"About this title" may belong to another edition of this title.

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CollegePoint, Inc is a book distributor located in Memphis, TN with additional warehouses in Fremont, CA and New York. Since our foundation in 2023, we have served thousands of university students, avid readers, and book collectors in the United States, Puerto Rico, and the UK. Return Policy: We will only accept customer returns if it is due to quality issues. Once the order is placed, we will not accept customer returns for reasons such as "found a better price", "school requirement change", or "wrong recipient address input". We may ship your book from Memphis, TN, Fremont, CA, or NYC, depending on the proximity to your address.

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