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Machine learning system design interview : an insider's guide /

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 desig...

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Bibliographic Details
Main Authors: Aminian, Ali (Author), Xu, Alex (Author)
Format: Book
Language:English
Published: San Francisco] : ByteByteGo, [2023].
Subjects:
Machine learning > Problems, exercises, etc.
Machine learning > Vocational guidance.
Computer programming > Problems, exercises, etc.
Computer programming > Vocational guidance.
Computer programmers > Vocational guidance.
Computer programming > Employment.
Employment interviewing.
Table of Contents:
  • Introduction and overview
  • Visual search system
  • Google Street view blurring system
  • YouTube video search
  • Harmful content detection
  • Video recommendation system
  • Event recommendation system
  • Ad Click prediction on social platforms
  • Similar listings on vacation rental platforms
  • Personalized news feed
  • People you may know.