Machine Learning Interviews: Kickstart Your Machine Learning and Data Career

Author:   Susan Shu Chang ,  Xifeng Brooks
Publisher:   Ascent Audio
ISBN:  

9798212915885


Publication Date:   30 January 2024
Format:   Audio  Audio Format
Availability:   In Print   Availability explained
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Machine Learning Interviews: Kickstart Your Machine Learning and Data Career


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Overview

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, and data scientist; 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; and prepare for interviews in statistics and machine learning theory by studying common interview questions.

Full Product Details

Author:   Susan Shu Chang ,  Xifeng Brooks
Publisher:   Ascent Audio
Imprint:   Ascent Audio
ISBN:  

9798212915885


Publication Date:   30 January 2024
Audience:   General/trade ,  General
Format:   Audio
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Susan Shu Chang is a principal data scientist at Elastic (of Elasticsearch), with previous ML experience in fintech at Canadian tech unicorn Clearco, social, and telecom. She is a Python Software contributing member for her open-source contributions. Susan is also a frequent conference speaker, having given talks at 5 PyCons worldwide, as well as Data Science Europe, Toronto ML Summit, and Ubisoft. In her free time, she founded Quill Game Studios, which has scaled up to ten staff. Xifeng Brooks is an in-demand narrator with a background in film and stage acting.

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