- Basic Python and Pandas familiarity is recommended.
- No prior experience with Seaborn or advanced analytics is required.
- Hands-on projects teach visualization and statistical analysis from scratch.
- Focus is on practical plotting for EDA and reporting.
- Beginners may need extra practice with Python data structures and Matplotlib basics.

