https://www.xh-zhang.com/tags/cluster/ClusterSource Themes Academic (https://sourcethemes.com/academic/)en-usThu, 01 Oct 2020 17:30:40 -0400https://www.xh-zhang.com/img/icon-192.pnghttps://www.xh-zhang.com/tags/cluster/https://www.xh-zhang.com/project/movie/Thu, 01 Oct 2020 17:30:40 -0400https://www.xh-zhang.com/project/movie/ <h2 id="movie-recommendation-system">Movie Recommendation System</h2> <ul> <li>Built a movie recommendation system based on Collaborative Filter in PySpark on the MovieLens Dataset.</li> <li>Conducted ETL scripts to filter movies’ categories, rating or other information with Pandas and Spark.</li> <li>Analyzed and compared the performance with other cluster algorithms like K-means and DBSCAN.</li> </ul>