- The capstone uses realistic datasets to simulate professional scenarios.
- Learners perform data cleaning, analysis, visualization, and interpretation.
- Step-by-step instructions help beginners navigate complex datasets.
- Tasks mimic workflows common in industry data analytics roles.
- Hands-on work helps learners develop problem-solving and analytical thinking skills.

