Predictive Analytics Model for Term Deposit Investment

This course empowers learners to apply predictive analytics techniques using the CART (Classification and Regression Tree) algorithm in the context of term deposit investment decisions. Structured around real-world marketing scenarios, learners will explore the end-to-end process of building decision tree models—from understanding business objectives and interpreting variables to developing, optimizing, and validating CART models. Through practical video lessons, participants will gain hands-on experience in constructing binary classification models, tuning parameters, and using pruning strat…