Our goal with this project was to predict quality scores for red and white wines using machine learning, with data from the UCI: Machine Learning Repository: Wine Quality Data Set. Despite a few issues with our model and the data quality along the way, we were able to predict certain scores for each category of wine over 50% of the time.