Module 7: Interpretability and stakeholder explanation

AINS6002 — Machine Learning & Predictive Modeling

Essential Question

What explanations are appropriate for different audiences?

Core Moves

• Define the problem boundary

• Identify evidence and assumptions

• Build or evaluate the artifact

• Communicate limits and next actions

Lab & Assignment

Produce a feature-importance or counterfactual explanation memo.

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