Data Science Capstone Projects

This folder contains two capstone projects from the HarvardX Data Science Professional Certificate program.

Building A Movie Recommendation System

Build a regularized linear model to predict movie ratings using the MovieLens 10M dataset. The script is written in R, and the PDF report is written in Rmd.

Predicting Income with Census Data

Build machine learning models (classification tree and random forest) to predict income level using the Census Income data, also known as the Adult data. The script is written in R, and the PDF report is written in Rmd.