- Focused on integrating Python, SQL, and visualization for end-to-end data workflows.
- Covers statistical analysis, time series, and interactive dashboards, not just coding syntax.
- Hands-on projects simulate real-world business problems.
- Unlike generic tutorials, it teaches complete data analysis lifecycle.
- Emphasizes actionable insights and professional reporting.

