This is one of my final projects for the HarvardX Data Science Professional Certificate Program. As the title suggests, it is on the Group Lense database colloquially known as Movie Lense. The goal of the project is to predict ratings with a RMSE below .86490. I was able to surpass the goal with 3 different models. I hope you enjoy reading this project.