| Project Setup |
| Scenario |
Business problem and audience that frame the deliverable |
| Tool Selection |
Justifying Excel, Power BI, or another tool for the task |
| Data Preparation |
Cleaning and shaping inputs so they match analysis needs |
| Analysis Approach |
Choosing descriptive, diagnostic, or predictive techniques |
| Insight to Action |
| Insights Documented |
Recording findings with clear visuals and concise narrative |
| Recommendation |
Translating insights into a concrete next step for the business |
| Reflection |
Self-review of strengths, gaps, and skills to develop further |
| Assessment |
Module quiz validating coverage of fundamentals |