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Learning resources

learning

One person's running list of courses, books and videos for learning software and AI skills.

New this week

What it does

This is a personal log of learning resources, grouped by topic, with notes on progress. Topics include system design, maths, algorithms, data, machine learning and, currently, generative AI.

Each entry lists the format, such as a book, online course or video, and its length. Others can use it as a reading and study list.

The README says it is updated about once a month.

Who it's for

Self-learners looking for a study path in software engineering and AI.

Can I use it without coding?

Yes. It is a list you simply read on GitHub. 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

  1. Open the list on GitHub and pick a topic you want to learn.

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 (MIT): Very permissive: free to use, change and share, including for business.
  • More on staying safe