Module 8: End-to-end AI application

Module 8: End-to-end AI application#

AINS6007 — Applied AI Programming with Python

Essential Question#

What evidence shows the application works as a system?

Scenario#

an engineering team converting prototype AI code into a maintainable application component

Stakeholders: software engineer, ML engineer, QA lead, product owner, and operations reviewer

Core Moves#

Define the decision boundary
Compare baseline and alternative
Interpret evidence and assumptions
Identify failure modes
Recommend next action

Lab & Assignment#

Ship a documented AI application with tests and demo data.

Artifact: tested Python AI component with interface contract, CI evidence, and deployment notes focused on end-to-end ai application: Ship a documented AI application with tests and demo data.