This course prepares students to effectively analyze data, improve prediction accuracy and robustness, and present useful information to support managerial decision-making processes. Using machine learning models (tree models, distance-based models, linear/non-linear models, ensemble models, and artificial neural networks), students will accomplish tasks such as classification, clustering, and numeric prediction.