FREE INDEPENDENT LEARNING

A little learning.
Put to work each week.

Choose a route. Keep the work. See what changes.

No paid coaching required. Start without an account; sign in to save notes and resume across devices.

One idea. Three small visits.

  1. Learn. Work through a 5–10 minute lesson and check your reasoning.
  2. Apply. Spend 20–30 minutes on a small task. Continue longer if your project needs it.
  3. Recall. Return a few days later. Explain the idea without looking, then check and improve your work.

This is a suggested rhythm, not a deadline. Repeat a week, change direction or take a break.

Turn an interest into evidence

Finish with a small project and a clear explanation of what you learned.

  1. WEEK 1

    Turn a goal into a useful experiment →

    Keep: A goal you can test.

  2. WEEK 2

    Make a claim that an experiment can challenge →

    Keep: A fair comparison.

  3. WEEK 3

    Keep a test useful when you improve a prototype →

    Keep: A revised version.

  4. WEEK 4

    Present evidence without overselling it →

    Keep: A short project explanation.

Make an idea more viable

Finish with a customer question, simple costs and one testable improvement.

  1. WEEK 1

    Separate praise from evidence of demand →

    Keep: Questions about a real need.

  2. WEEK 2

    Work out what each sale contributes →

    Keep: A costed offer.

  3. WEEK 3

    Spot a cash gap in a profitable order →

    Keep: A fictional cash-timing table.

  4. WEEK 4

    Improve the step that holds everything back →

    Keep: One process improvement.

Build better judgement about technology

Finish with four small tests that make your technical reasoning visible.

  1. WEEK 1

    Test an AI claim against a simple baseline →

    Keep: A baseline for an AI claim.

  2. WEEK 2

    Catch a bug before the happy-path demo →

    Keep: An edge-case test table.

  3. WEEK 3

    Keep a test useful when you improve a prototype →

    Keep: An improved prototype or sketch.

  4. WEEK 4

    Present evidence without overselling it →

    Keep: Evidence and its limits.

Keep going at your pace.

Your saved workspace brings together unfinished work, recall prompts and the next lesson. A pending mentor review does not stop you learning something else.

Use invented examples when work involves private information. Parents or guardians support under-18s; account saving follows the academy’s age and guardian requirements.

Practice is self-recorded. Certificates require the separate assessment process. How assessment works.

Want personal feedback? Explore optional coaching.