What it does
This is a collection of free learning material arranged roughly in the order you might study it. It starts with maths and Python, then moves through machine learning and deep learning.
Later sections cover generative AI, large language models, and newer topics such as AI agents, prompt writing and connecting AI to your own documents. Entries link to well-known courses, videos and guides.
Who it's for
Beginners and career-changers who want a structured, free path into AI engineering.
Can I use it without coding?
Yes. It is a list of links to read and watch. Some courses involve programming. New to this? Start here.
Can I run it?
- Cost
- FreeNothing to pay or sign up for.
- Runs on
- Web browser
- Computer
- An ordinary computer is fine
- API key
- Not needed
Try it
- Open the list and start with the maths and Python sections if you are new.
- Work down through the sections in order, following the links to each course or video.
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- License (GPL-3.0): Free to use; if you share a changed version, you must share your source code too.
- More on staying safe