Welcome to your interview.
The question is on your right: ML and Programming Fundamentals. Take a moment with it first.
Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.
Explain the core theory behind machine learning and how it connects to the programming concepts you use day to day.