Code for the Kaggle in-class competition for the course Data Science for Business at Paderborn University. The competition is inspired by and uses parts of the data from the ASHRAE - Great Energy Predictor III competition. In this competition, the goal is to develop accurate models of metered building electricity usage. The data comes from 100 buildings over a one-year timeframe.