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Recommender systems shape digital experiences, benefiting businesses, consumers, and creators. Many rely on graph structures, where Graph Neural Networks (GNNs) uncover complex relationships. This talk explores recommendation fundamentals, the role of graphs, and key ML concepts. We’ll also cover essential tools to help you get started with GNN-based recommenders.