Answer: Unsupervised Learning

The correct answer is B (Unsupervised Learning). This is indicated by the 'Ans: B' in the provided text. Unsupervised learning is used when we have input data without labeled responses, and the algorithm tries to find patterns or structure in the data on its own. Common applications include clustering, dimensionality reduction, and association rule learning.

Author: Jin H