# Data scientist

Source: https://freeaicourses.com/roadmaps/data-scientist

## Skill map

- Python for data: The tool you'll use every day.
- Statistics fundamentals: The discipline underneath every model.
- Predictive modelling: The core deliverable of the role.
- Communicating results: A model no one understands doesn't get used.

## Related pages

- [Kaggle Learn: Python](https://freeaicourses.com/courses/kaggle-python)
- [Machine Learning Crash Course](https://freeaicourses.com/courses/machine-learning-crash-course)
- [Kaggle Intro to Machine Learning](https://freeaicourses.com/courses/kaggle-intro-machine-learning)
- [From data analysis to AI](https://freeaicourses.com/paths/data-science-to-ai)
- [Skill roadmaps](https://freeaicourses.com/roadmaps)