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... Want to be featured in the next mock interview video? Apply here: https://airtable.com/shrdQrwKK7xxGLm6l 👉 Subscribe to my data science channel: https://bit.ly/2xYkyUM 🔥 Get 10% off machine learning interview prep: https://www.interviewquery.com/pricin... ❓ Check out our ML interview course: https://www.interviewquery.com/learni... 🔑 Get professional coaching from Jeff here: https://www.interviewquery.com/coachi... 🐦 Follow us on Twitter:   / interview_query   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!    • LinkedIn Data Scientist Mock Interview + F...   Data Science Job Metrics with Ex-DoorDash, Spotify Data Scientist:    • Data Science Job Metrics with Ex-DoorDash,...   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/ Follow me on Linkedin:   / jay-feng-ab66b049