massOfai

Clustering

AI/ML Fundamentals

Grouping similar data points together

What is Clustering?

An unsupervised technique that groups data into clusters based on similarity. Points in the same cluster are more similar to each other than to those in other clusters.

Real-World Examples

  • Customer segmentation
  • Document organization
  • Image compression
  • Anomaly detection

When to Use This

To find natural groupings in data without predefined categories