This lecture covers selected topics on discrete choice models, focusing on predicting behavior using mathematical models and exploring choice modeling to obtain disaggregate demand models. It introduces theoretical foundations, operational modeling steps, and various methodologies such as binary, multinomial, nested, and cross-nested logit models.