Question

Which form of unsupervised learning does the following diagram indicate?

• A. Clustering
• B. Regression
• C. Reinforcement learning
• D. Classification

Hint:

Clustering groups similar data points without labels, making it a key technique in unsupervised learning.

Answer 1

The Correct Option is A

The diagram represents a common form of unsupervised learning known as clustering. Clustering is a technique where similar data points are grouped together based on their features, without predefined labels. This technique is used in scenarios where the algorithm needs to find patterns or groupings within data that are not previously labeled. For example,customer segmentation based on purchasing behavior.