Data Exploration and Visualization for Risk and Decision-Making

This graduate certificate will improve students’ career toolkit to include decision making by visualizing, manipulating and extracting important concepts from data. The emphasis of this certificate is for the student to be able to understand the latest techniques in data visualization and knowledge extraction, and to leverage such understanding with the latest techniques for decision-making and risk analysis.

Data Exploration and Visualization for Risk and Decision-Making Requirements

The required courses are:

EM 622	Decision Making Via Data Analysis Techniques	3
EM 624	Data Exploration and Informatics for Engineering Management	3
SYS 660	Decision and Risk Analysis	3

Choose one of the Following Courses:

EM 623	Data Science and Knowledge Discovery	3
	Or
EM 626	Applied AI & Machine Learning for Systems and Enterprises	3