Module 5: Metadata, lineage, and provenance

AINS6006 — Big Data Management for AI Applications

Essential Question

How do we preserve the story of data transformations?

Core Moves

• Define the problem boundary

• Identify evidence and assumptions

• Build or evaluate the artifact

• Communicate limits and next actions

Lab & Assignment

Create a lineage record for a training dataset.

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