This course focuses on effectively analyzing data, improving prediction accuracy and robustness, and presenting useful information to support managerial decision-making process. Using rule-based models, linear and non-linear models, distance-based models, and probabilistic models, this course enables students to accomplish various machine learning tasks such as classification, clustering, and numeric prediction.