Recommender System (Java, Apache Spark)
Implemented Collaborative filtering using Apache Spark’s implementation of Alternating least squares (ALS) algorithm on the Movie lens 1M dataset (1 million ratings from 6000 users on 4000 movies) – achieved a Mean Square Error (MSE) of 0.72 for the model predictions and generated top 10 movie recommendations for each user.