Over the course of the past year, both of us have been building a car that learns from past experience to get better at navigating around a track. (machine learning) This talk summarises our experience as two first year university students from start to finish. We will cover the first version, why we built it, very quickly how and the outcome/problems with the competition. We will then go through and discuss the major components of the machine learning one and finish up with a live demonstration if time/area permits.