Foundations

Unsupervised learning

stable definition

Definition

Unsupervised learning finds patterns, structure, or representations in data without supplied target labels.

Distinguish it from nearby terms

Self-supervised learning creates targets from the data itself; unsupervised learning is the broader category without external labels.

Check your understanding

Name the structure being sought and how usefulness will be evaluated without labeled targets.