Welcome to your interview.
The question is on your right: Supervised vs Unsupervised Learning. 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.
You are discussing common machine learning approaches and when to use them. You want to explain the difference clearly in a way that connects the concepts to practical model development.
Explain the difference between supervised and unsupervised learning.