What it does
This is a set of study notes, in Chinese, covering topics that often come up in job interviews for machine learning and language AI roles. It's organised into chapters on classic machine learning, deep learning and natural language processing (getting computers to work with human language).
Each chapter explains the ideas, lists likely interview questions and ends with a code example. Topics range from linear regression and decision trees to neural networks and language models.
Who it's for
Chinese-speaking students and job seekers preparing for AI and data roles.
Can I use it without coding?
Yes. The notes can be read directly on GitHub. The code examples need Python to run. 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
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.
- No standard license listed. Check the GitHub page before using it for business.
- More on staying safe