Machine Learning Fundamentals Interview (1 hour)

The purpose of this interview is to prepare candidates for a machine-learning interview problem solving question that they may get from a FAANG interviewer. For prepration, please be familiar with the fundamentals of machine learning. Specifically common algorithms, various forms of deep nets, linear regression, decision trees, etc... Also be prepared to be comfortable with common terminology such as precision, recall, under and over fitting.

This interview is intended to target L3, L4, or L5 candidates. On request a more in-depth interview can be prepared.

The interview itself will be forty-five minutes, with a follow-up fifteen minutes of discussion and feedback.