Learning help center

How to learn effectively on ai4y

Recommended: pick a stage → subtasks (read/code/check) → unit exam → claim XP. Run tests on code steps; ask the AI mentor when stuck.

Quick links

FAQ

Will I master the material after one stage?

Each stage has small steps with a clear goal and quick check. Pass the unit exam after all steps to claim rewards and ensure mastery.

What if I'm stuck on a step?

Use the stage AI mentor or L1/L2/L3 hints first. Still stuck? Use "Ask in community" on the stage page.

How are coding steps graded?

Code runs in a Python sandbox. Run tests, pass all cases, then complete the quick check and submit.

Can I skip the unit exam?

Not by default—you must pass to complete the stage. Dev/staging admins can enable skip in the admin console.

Where do unit exam questions come from?

Hybrid by default: mostly fixed review bank (step checks + admin items), with some AI-generated questions.

How are AI mentor, community, and support different?

AI mentor: instant Q&A and guidance. Community: discuss and showcase. Support tickets: account, billing, and bugs.

Learning loop
  • Wrong quick-check answers show explanations—you must pass to continue
  • Code steps with tests must pass the sandbox before submit
  • Unit exams cover stage goals—pass to confirm completion and claim rewards

Product feedback

On a scale of 0–10, how likely are you to recommend ai4y to a friend?

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ai4y — Become an AI Engineer in 6 Months