Recommender systems are an important class of machine learning algorithms that offer "relevant" suggestions to users. Categorized as either collaborative filtering or a content-based system, we will be talking about different projects and perspectives with Evangelos Kanoulas (IvI, UvA), Makoto Miyazaki (Dataiku) and Marthe Möller (DSC, UvA).