Learning Outcome Matrix
Program Code: BSANM
Start Date: 2025-09-02
| Course | Title | BSANM1 | BSANM2 | BSANM3 | BSANM4 | BSANM5 | ILO1 | ILO2 | ILO3 | ILO4 | ILO5 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| BUSA603 | Marketing Management & Analytics | X | X | X | X | X | X | X | X | X | |
| BUSA604 | Financial Decision Modeling | X | X | X | X | X | X | X | X | X | |
| BUSA605 | Business Analytics Strategy | X | X | X | X | X | X | X | |||
| BUSA695 | Capstone in Business Analytics | X | X | X | X | X | X | X | X | X | X |
| DATA605 | Data Visualization & Reporting | X | X | X | X | X | X | X | X | ||
| DATA610 | Data Mining for Decision Making | X | X | X | X | X | X | X | |||
| DATA630 | Applied Database Management | X | X | X | X | X | X | X | |||
| MATH601 | Introduction to Analytics | X | X | X | X | 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 |
| BSANM1 | Apply descriptive, predictive, prescriptive and diagnostic approaches to analyzing structured and unstructured data for specific business-related scenarios |
| BSANM2 | Articulate assumptions, analyses and interpretations of data in a variety of modes |
| BSANM3 | Evaluate appropriate ethical use of data for business decision making |
| BSANM4 | Model results from analytics using business-relevant and applicable scenarios for business forecasting and analysis |
| BSANM5 | Communicate data-informed insights of business scenarios with data visualization. |