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The roadmap

Ten stages, in order

Each stage assumes the one before it. Start at the top if AI is new to you; jump in wherever you already have ground under your feet.

  1. AI Fundamentals

    beginner

    What artificial intelligence actually is — and is not

    4 lessons

  2. Understanding LLMs

    beginner

    How large language models really work

    4 lessons

  3. Prompt Engineering

    beginner

    Getting reliable results on purpose

    4 lessons

  4. Using AI Effectively

    beginner

    Real work, done well

    4 lessons

  5. AI Tools

    beginner

    Choosing the right tool for the job

    4 lessons

  6. AI Agents

    intermediate

    From chatbot to something that acts

    4 lessons

  7. APIs, MCP & Connectors

    intermediate

    How AI reaches the outside world

    4 lessons

  8. AI Automation

    intermediate

    Triggers, decisions and approvals

    4 lessons

  9. Building Agents

    advanced

    Design, build, test, observe

    4 lessons

  10. Real Projects

    advanced

    Build things that work

    4 lessons