Built a prediction pipeline to estimate tip amounts from taxicab trips. For this project we used publicly available data such as the NYC Taxi and Limousine Commission Trip Record Data.16 This project is mostly intended to introduce the end-to-end approach of exploring a new dataset, extracting meaningful information from it, and comparing alternative models.