This course provides students with an understanding of the role of a decision support system in an organization, its components, and the theories and techniques used to construct them. The course will focus on information analysis to support organizational decision-making needs and will cover topics including information retrieval, descriptive and predictive modeling using machine learning and data mining, recommendation systems, and effective visualization and communication of analytical results.