Recommender System Using Spark’s ALS Model and LightFM Model
- Built and evaluated a recommender system on MovieLens large dataset using PySpark’s ALS module.
- Proposed a baseline popularity model for cold start strategy.
- Extended the system by implementing and evaluating on LightFM and contrasting the performance with ALS model.