- Yes, includes end-to-end workflow: data ingestion → cleaning → analysis → visualization → reporting.
- Hands-on labs simulate datasets from finance, healthcare, and e-commerce.
- Learners gain experience in generating actionable insights and dashboards.
- Teaches basic statistical analysis, hypothesis testing, and trend analysis.
- Prepares learners for professional reporting and decision-making tasks.

