Learning Hub

Choose a path into practical AI work.

Six free, self-paced readings with exercises and worked examples. Start at the beginning or choose the question you need to answer.

Foundations / Six free lessons

Start with the foundations.

Build the mental model first: what AI is, how to work with it well, and how to design a simple usable workflow.

Separate the model, the application and the workflow around it.

Brief the system with context, a task, constraints and a way to check the output.

Create a reusable prompt and test it against a concrete standard.

Choose a small, repeatable workflow with visible and recoverable errors.

Check claims, missing evidence and the cost of being wrong.

Write a one-page process someone else can repeat and review.

These are written lessons and exercises, with no video course, certification or graded assessment.