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.