Learning Outcome Matrix
Program Code: DATAM
Start Date: 2025-09-02
Master of Science in Data Analytics
CourseTitleDATAM1DATAM2DATAM3DATAM4DATAM5DATAM6DATAM7ILO1ILO2ILO3ILO4ILO5
DATA605Data Visualization & ReportingXXXXXXX
DATA610Big Data Analytics and Data MiningXXXXXXXXX
DATA611Applied Machine LearningXXXXX
DATA621Advanced AnalyticsXXXXXX
DATA630Applied Database ManagementXXXX
MATH601Introduction to AnalyticsXXXXXXXXX
Institution Learning Outcomes
ILO1Communication: Communicate professionally using a variety of modalities (written, spoken, and technological).
ILO2Critical Thinking: Analyze and evaluate information to make reasoned arguments and solve problems.
ILO3Civic & Global Engagement: Integrate knowledge and skills to engage with and respond to social, environmental, and economic challenges at local, national, and global levels.
ILO4Ethics: Analyze and evaluate complex issues and situations to make informed ethical decisions.
ILO5Disciplinary Expertise
Program Learning Outcomes
DATAM1Create visualizations and interactive dashboards from multiple data sources.
DATAM2Apply appropriate data analytics methods to solve real-world business challenges.
DATAM3Articulate data assumptions, methodologies, and findings in a variety of modes.
DATAM4Evaluate appropriate ethical use of data.
DATAM5
DATAM6Apply programming skills for effective problem solving across various analytical contexts.
DATAM7Develop analytical models using appropriate datasets to solve problems and support decision making.