- Some familiarity with data concepts is helpful but not mandatory.
- Focuses on conceptual understanding and frameworks rather than coding.
- Introduces Python, R, SQL, and visualization tools at a high level.
- Hands-on exercises emphasize project planning and stakeholder communication.
- Suitable for those with analytics curiosity or entry-level experience.

