What it does
This guide gathers videos, free courses, articles, books and practice ideas for learning machine learning and AI. It is written for people with little or no background in programming or maths.
There is no fixed order, but it suggests working from top to bottom. It also covers building language-model apps, finding a job and AI ethics.
The author says most resources are free. Some paid courses are included, and those links are affiliate links.
Who it's for
Beginners who want a guided path into AI and machine learning.
Can I use it without coding?
Yes. It is a reading guide you browse on the web. 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 guide and start with the short introduction videos.
- Move on to the free courses and practice sections at your own pace.
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
Where people are talking about it
- Nvidia EditGAN: Image Editing with Full Control from SketchesHacker News · Dec 2021
- High-Resolution Photorealistic Image Translation in Real-TimeHacker News · May 2021