Program Learning Outcomes - Business Analytics and Artificial Intelligence, MBAI

By the end of the program, students graduating will be able to:

• Design and construct appropriate analytics solutions to solve business problems for data‐driven decision making.
• Conceptualize and produce impactful presentations to communicate complex information to various stakeholders using data-driven storytelling.
• Examine, adapt, and appraise machine learning and AI models for business problems utilizing commercial and open-source technologies.
• Systematically examine implications of analytic models from multiple perspectives including identifying issues, strategic value, business ethics, bias, privacy, trustworthiness and fairness.
• Analyze data and use principles of database design implementation and administration.
• Critically examine data quality and combine multiple data sources and formats in preparation of ingesting data into analytic models.
• Create solutions using AI and analytics in new and existing business processes.
• Systematically appraise and contrast the significance and reliability of competing models and analytics methodologies.
• Develop a cognizance of the complexity of a complete data modelling project lifecycle from opportunity recognition and scoping to model maintenance and drift determination.