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 are the differences between supervised and unsupervised learning?
Explain how labeled versus unlabeled data changes the learning objective, identify common tasks for each approach, and describe suitable evaluation methods. Keep the response focused on the conceptual and statistical distinction.
| Item | Value |
|---|---|
| Learning paradigms compared | 2 |
| Supervised target availability | 1 |
| Unsupervised target availability | 0 |
Training examples are independent, and the supervised target is observed while the unsupervised target is not.
