Module 1: Prediction tasks and data framing

AINS6002 — Machine Learning & Predictive Modeling

Essential Question

What decision is the model actually supporting?

Core Moves

• Define the problem boundary

• Identify evidence and assumptions

• Build or evaluate the artifact

• Communicate limits and next actions

Lab & Assignment

Frame a supervised learning task from raw business or research data.

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