For this project I wrote a collaborative filtering algorithm to predict movie reviews ratings using a dataset of Netflix ratings. The method outlined in the cf.py file achieves a Root Mean Squared Error of 0.899 and a Mean Squared Error of 0.698 on Netflix data.