Learning Outcome Matrix
Program Code: DATAM
Start Date: 2025-09-02
| Course | Title | DATAM1 | DATAM2 | DATAM3 | DATAM4 | DATAM5 | DATAM6 | ILO1 | ILO2 | ILO3 | ILO4 | ILO5 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DATA600 | Modern Tools for Statistical Analysis | X | X | X | X | X | X | X | X | |||
| DATA605 | Data Visualization & Reporting | X | X | X | X | X | X | X | X | X | ||
| DATA610 | Data Mining for Decision Making | X | X | X | X | X | X | X | X | X | X | |
| DATA611 | Applied Machine Learning | X | X | X | X | X | X | X | X | X | ||
| DATA621 | Advanced Analytics | X | X | X | X | X | X | X | X | X | ||
| DATA630 | Applied Database Management | X | X | X | X | X | X | X | X | X | ||
| DATA695 | Capstone | X | X | X | X | X | X | X | X | X | X | |
| MATH601 | Introduction to Analytics | X | X | X | X | X | X | X | X | X | ||
| MATH615 | Mathematics for Analytics | X | X | X | X | X | X |
| ILO1 | Communication: Communicate professionally using a variety of modalities (written, spoken, and technological). |
| ILO2 | Critical Thinking: Analyze and evaluate information to make reasoned arguments and solve problems. |
| ILO3 | Civic & Global Engagement: Integrate knowledge and skills to engage with and respond to social, environmental, and economic challenges at local, national, and global levels. |
| ILO4 | Ethics: Analyze and evaluate complex issues and situations to make informed ethical decisions. |
| ILO5 | Disciplinary Expertise |
| DATAM1 | Create visualizations and interactive dashboards from multiple data sources. |
| DATAM2 | Apply appropriate data analytics methods to solve real-world business challenges. |
| DATAM3 | Articulate data assumptions, methodologies, and findings in a variety of modes. |
| DATAM4 | Evaluate appropriate ethical use of data. |
| DATAM5 | Apply programming skills for effective problem solving across various analytical contexts. |
| DATAM6 | Develop analytical models using appropriate datasets to solve problems and support decision making. |