# AI ethics and policy

Source: https://freeaicourses.com/roadmaps/ai-ethics-and-policy

## Skill map

- How AI actually works: You can't govern what you don't understand.
- ML foundations: Bias and fairness questions need real technical grounding.
- Fairness and bias: The central technical topic in AI ethics.
- AI policy and regulation: TODO: seed a dedicated free course for this once verified.

## Related pages

- [Elements of AI](https://freeaicourses.com/courses/elements-of-ai)
- [Machine Learning Crash Course](https://freeaicourses.com/courses/machine-learning-crash-course)
- [Skill roadmaps](https://freeaicourses.com/roadmaps)