Module 1: Data architectures for AI

Module 1: Data architectures for AI#

AINS6006 — Big Data Management for AI Applications

Essential Question#

What architecture supports trustworthy AI workflows?

Core Moves#

  • Define the problem boundary

  • Identify evidence and assumptions

  • Build or evaluate the artifact

  • Communicate limits and next actions

Lab & Assignment#

Diagram a data platform for a model lifecycle.

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