Your question is Supervised vs Unsupervised Learning. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What is the difference between unsupervised and supervised learning?
Explain how labeled and unlabeled data affect the learning objective, give one practical example of each, and identify an appropriate algorithm and evaluation approach for both cases.