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  • Machine Learning System Design Interview

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Machine Learning System Design Interview

by Ali Aminian (Author), Alex Xu (Author) Format: Paperback
4.5 out of 5 stars (330)

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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

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  1. ISBN-10
    1736049127
  2. ISBN-13
    978-1736049129
  3. Publication date
    January 28, 2023
  4. Language
    English
  5. Dimensions
    7 x 0.67 x 10 inches
  6. Print length
    294 pages
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Product details

  • Publisher ‏ : ‎ ByeByteGo
  • Publication date ‏ : ‎ January 28, 2023
  • Language ‏ : ‎ English
  • Print length ‏ : ‎ 294 pages
  • ISBN-10 ‏ : ‎ 1736049127
  • ISBN-13 ‏ : ‎ 978-1736049129
  • Item Weight ‏ : ‎ 3.53 ounces
  • Dimensions ‏ : ‎ 7 x 0.67 x 10 inches
  • Best Sellers Rank: #24,737 in Books (See Top 100 in Books)
  • Customer Reviews:
    4.5 out of 5 stars (330)

About the authors

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Previous page
  1. Alex Xu

    Alex Xu

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    Full content visible, double tap to read brief content.

    Alex Xu is an experienced software engineer and entrepreneur. Previously, he worked at Twitter, Apple and Zynga. He can be found online at LinkedIn and twitter (@alexxubyte)

    See more on the author's page
  2. Ali Aminian

    Ali Aminian

    Brief content visible, double tap to read full content.
    Full content visible, double tap to read brief content.

    Ali Aminian is an author and a Staff ML engineer with +10 years of expertise working in tech companies (Adobe, Ex-Google) building large-scale and distributed ML systems. He can be found online on LinkedIn: https://www.linkedin.com/in/aliiaminian

    See more on the author's page
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