Learn the fundamental techniques used for predictive analytics: regression, classification, clustering, optimization, and simulation. Beginning with basic models for revealing and establishing relationships, you will apply increasingly sophisticated modeling techniques for practical data analysis and commonly encountered problems. Perform basic forecasting using time-based data to predict future values from a model. Model and calculate scenarios based on distance and space. Practice classification, create basic decision trees, and use various techniques for clustering and linear optimization to solve common business problems. Highlights