HarvardX PH125.9x: Movielens project

The objective of this project was to build a movie recommendation system using the MovieLens dataset. The final model presented uses linear regression with matrix factorisation on the residuals, and acheives a root mean squared error of 0.782 when estimating the ratings (out of 5) of movies in the test set.