Module 5: Unsupervised learning and structure discovery

AINS6002 — Machine Learning & Predictive Modeling

Essential Question

How can models reveal patterns without labels?

Core Moves

• Define the problem boundary

• Identify evidence and assumptions

• Build or evaluate the artifact

• Communicate limits and next actions

Lab & Assignment

Cluster a dataset and interpret cluster validity limits.

Use the assignment notebook to turn lab evidence into a defensible recommendation.