This project seeks to answer the question: Can we predict what position college football prospects will be drafted? Based on what school they went to, what position they play, their combine stats, and other parameters. The question was answered by using machine learning techniques to develop a categorical model. This project was an assignment for the UCSB course "PSTAT 131 Introduction to Statistical Machine Learning."