Data analytics involves the development and application of statistical and quantitative analysis methods and the construction of explanatory and predictive models to drive the decision-making process. Students completing the certificate will have a basic foundation of critical tools to extract useful information from big data, as well as for modeling, simulation, optimization and decision analysis in order to support efficient data-driven decision making. Home department: Industrial and Systems Engineering .