Machine Learning System Design Interview (Paperback)
暫譯: 機器學習系統設計面試
Ali Aminian, Alex Xu
- 出版商: ByeByteGo
- 出版日期: 2023-01-28
- 售價: $1,800
- 貴賓價: 9.9 折 $1,782
- 語言: 英文
- 頁數: 294
- 裝訂: Paperback
- ISBN: 1736049127
- ISBN-13: 9781736049129
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相關分類:
Machine Learning、面試技巧
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相關翻譯:
內行人才知道的機器學習系統設計面試指南 (Machine Learning System Design Interview) (繁中版)
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相關主題
商品描述
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.
商品描述(中文翻譯)
機器學習系統設計面試是所有技術面試問題中最難以應對的。本書提供了一個可靠的策略和知識基礎，以應對各種機器學習系統設計問題。它提供了一個逐步的框架來解決機器學習系統設計問題，並包含許多實際案例來說明這種系統化的方法，並提供詳細的步驟供您遵循。
本書是對於任何對機器學習系統設計感興趣的人來說，無論是初學者還是有經驗的工程師，都是一個必備的資源。同時，如果您需要準備機器學習面試，本書特別為您撰寫。
書中內容包括：
- 內部人士對面試官真正尋找的內容及其原因的見解。
- 解決任何機器學習系統設計面試問題的七步框架。
- 10個真實的機器學習系統設計面試問題及其詳細解答。
- 211個圖表，視覺化解釋各種系統的運作方式。
目錄大綱
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
目錄大綱(中文翻譯)
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
