Learn AI by building it.

A curated library of courses in tech, machine learning, deep learning and AI automation, arranged in a sensible order. You learn in a private community, where you can ask when you get stuck.

A curve falling from left to right, showing how lost you feel going down over time as you move through the five tracks listed below.

How lost you feel

Every good training run looks like this: noisy, but going down.

12345

Time in the squad

What you'll learn

  1. 1

    Tech foundations

    Python, the terminal and Git: the tools everything else stands on.

    Python, Linux, Git

  2. 2

    Classical machine learning

    Regression, trees and clustering, and how to tell whether a model is any good.

    scikit-learn, pandas, NumPy

  3. 3

    Deep learning

    Neural networks and computer vision, from the maths you need to a model that works.

    TensorFlow, OpenCV

  4. 4

    LLMs and AI agents

    Build on language models, give them tools, and keep them reliable.

    OpenAI, Claude, CrewAI, Agno

  5. 5

    AI automation

    Connect the apps a business runs on, and let AI take over the repetitive work.

    n8n, Make.com, Airtable

New courses are added as they're ready, so this list keeps growing after you join.

A lesson page with a video player, its attached files and the list of lessons in the course.
Sample lesson, shown as an example.

Built for actually finishing

  • Lessons remember where you stopped

    Come back on any device and carry on from the same spot.

  • Files sit next to the lesson

    Notes, PDFs and starter files are one click away while you watch.

  • Assignments get reviewed

    Submit your work and get it reviewed, so you know where you stand.

  • A community to ask in

    Post questions, share wins, and see what everyone else is working on.

Join the squad

  1. 1Fill in the form. It takes about a minute.
  2. 2We review your request.
  3. 3Once approved, you get your sign-in details by email or WhatsApp.
  4. 4You choose your own password the first time you sign in.
Request access
Join the learning community. Once approved, you'll get your sign-in details by email or WhatsApp. Fields marked * are required.

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