 
            | Course | Title | DATAM1 | DATAM2 | DATAM3 | DATAM4 | DATAM5 | DATAM6 | DATAM7 | ILO1 | ILO2 | ILO3 | ILO4 | ILO5 | 
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DATA605 | Data Visualization & Reporting | X | X | X | X | X | X | X | |||||
| DATA610 | Big Data Analytics and Data Mining | X | X | X | X | X | X | X | X | X | |||
| DATA611 | Applied Machine Learning | X | X | X | X | X | |||||||
| DATA621 | Advanced Analytics | X | X | X | X | X | X | ||||||
| DATA630 | Applied Database Management | X | X | X | X | ||||||||
| MATH601 | Introduction to Analytics | 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 | 
| 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 | |
| DATAM6 | Apply programming skills for effective problem solving across various analytical contexts. | 
| DATAM7 | Develop analytical models using appropriate datasets to solve problems and support decision making. |