1. Find your starting point

Tell us about your knowledge, confidence, goals and preferred pace. Age is optional and never sets your ability. An optional ungraded diagnostic can refine the suggestion.

2. Learn, try and check

Work through short authored lessons, compare examples, practise with fictional data and save reusable prompts. Choose your explanation detail without changing assessment standards.

3. Show what you can do

Each module has lessons, a self-reported practical task and a server-graded test. Score 8/10 to pass or 9/10 for distinction. Revise and retry without a time limit.

4. Complete a path

Pass a 25-question final assessment and submit a practical project for human review. A path certificate requires all components. No formal accreditation is claimed.

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