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Machine Learning Interviews: Kickstart Your Machine Learning Career

Machine Learning Interviews: Kickstart Your Machine Learning Career

Machine Learning Interviews: Kickstart Your Machine Learning Career Paperback - 2024

by Chang, Susan Shu

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  • Title Machine Learning Interviews: Kickstart Your Machine Learning Career
  • Author Chang, Susan Shu
  • Binding Paperback
  • Condition Used - Very good
  • Pages 307
  • Volumes 1
  • Language ENG
  • Publisher O'Reilly Media
  • Publication date 2024-01-09
  • Bookseller's Inventory # GOR014771476
  • ISBN 9781098146542 / 1098146549
  • Weight 1.09 lbs (0.49 kg)
  • Dimensions 9.19 x 7 x 0.65 in (23.34 x 17.78 x 1.65 cm)
  • Category Computers - General Information
  • Library of Congress subjects Employment interviewing, Machine learning
  • Dewey Decimal Code 006.31
  • Quantity available 2

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Reader reviews for Machine Learning Interviews: Kickstart Your Machine Learning Career

From the publisher

As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process.

Having served as principal data scientist in several companies, Chang has considerable experience as both ML interviewer and interviewee. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way. You'll quickly understand how to successfully navigate your way through typical ML interviews.

This guide shows you how to:

  • Explore various machine learning roles, including ML engineer, applied scientist, data scientist, and other positions
  • Assess your interests and skills before deciding which ML role(s) to pursue
  • Evaluate your current skills and close any gaps that may prevent you from succeeding in the interview process
  • Acquire the skill set necessary for each machine learning role
  • Ace ML interview topics, including coding assessments, statistics and machine learning theory, and behavioral questions
  • Prepare for interviews in statistics and machine learning theory by studying common interview questions
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