Inside the Machine Learning Interview: 151 Real Questions from FAANG and How to Answer Them

Peng Shao

Inside the Machine Learning Interview: 151 Real Questions from FAANG and How to Answer Them
  • 出版商: Independent Publisher
  • 出版日期: 2023-05-09
  • 售價: $1,800
  • 貴賓價: 9.5 折 $1,710
  • 語言: 英文
  • 頁數: 314
  • 裝訂: Paperback
  • ISBN: 9798394054303
  • ISBN-13: 9798394054303
  • 相關分類: Machine Learning、面試技巧

    • 立即出貨(限量) (庫存=1)

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商品描述

Let Peng Shao, a former engineering leader at Amazon and Staff ML Engineer at Twitter, be your guide to mastering Machine Learning interviews in this comprehensive 314-page resource.


Inside, you'll find:
 

  • Comprehensive breakdown of the ML interview process, including all the major interview sessions: ML Fundamentals, ML Coding, ML System Design, & ML Infrastructure.
  • Proven strategies for approaching and solving a wide range of ML problems, drawing from real-world scenarios.
  • Step-by-step guidance on tackling ML coding challenges, system design questions, and infrastructure design problems.
  • Deep dive into the mindset of interviewers, understanding what they value and how to effectively demonstrate your expertise.
  • Practical examples and case studies showcasing the history of solutions to ML problems, from pioneering approaches to the state of the art.


 

作者簡介

Peng Shao:

Peng Shao has over a decade of ML leadership experience spanning diverse industries such as social media, e-commerce, and finance. He is a former Staff ML Engineer at Twitter. He was a founding team member of Amazon Alexa, where he oversaw the speech recognition services behind the Echo and Fire TV. He also spearheaded the ML and NLP development for FactSet Fundamentals, a leading fintech product, and co-founded Roxy, a venture-backed AI startup that was acquired in 2019.IndependentlyIndependently

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