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| Assignment Title | Core Area of Expertise | Key Tools Utilized | Typical Complexity | Student Outcome/Benefit |
|---|---|---|---|---|
| Data Analysis & Visualization with Tableau & SPSS | Statistical Analysis, Data Visualization | Tableau, SPSS | High | Clear, insightful visualizations for top grades |
| Numeracy And Data Analysis | Statistical Analysis | MS Excel, Basic Statistics | Medium | Improved understanding of core data concepts |
| Advanced Measurement Systems and Data Analysis | Statistical Analysis, Predictive Analysis | MATLAB, SPSS | High | Precise analysis of complex measurement data |
| Data Skills For Business | Data Mining, Business Intelligence | Power BI, MS Excel | Medium-High | Practical application of data for strategic insights |
| Strategic Direction IKEA Case Study | Predictive Analysis, Data Mining | Python, R, SQL | High | Data-driven recommendations for business strategy |
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