Square Machine Learning Interview: Decision Tree Bank Loan
Today's guest is Jeff, a friend and an Interview Query coach with whom I previously had a mock interview last year. We'll go through another machine learning interview question. How do we evaluate whether using a decision tree algorithm is the correct model for loan prediction?
Here's the interview question we're tackling: https://www.interviewquery.com/questi...
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Video Breakdown:
00:00 - Introduction
00:06 - Question
00:47 - Clarifying questions
01:00 - Business Context of the question
04:38 - Current model and the Quality of Performance
07:47 - Possible Solutions: Decision Tree vs Random Forest
14:30 - Evaluate the performance of the Decision Tree Model
If you like Jeff's thought process and his answers. You can also check our previous video here:
LinkedIn Data Scientist Mock Interview + Feedback with Ex-DoorDash & Spotify Data Scientist!
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Related Links:
You can check out Jeff's website here: http://www.jefflichronicles.com
I highly recommend reading Jeff's mastering 12 skills in 12 months: / the-learning-quest-mastering-12-skills-in-...
Follow Jeff on Twitter: / jeffmli
Follow Jay:
Read my personal blog: https://datastream.substack.com/
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Watch video Square Machine Learning Interview: Decision Tree Bank Loan online without registration, duration hours minute second in high quality. This video was added by user Jay Feng 28 March 2022, don't forget to share it with your friends and acquaintances, it has been viewed on our site 10,51 once and liked it 27 people.