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At Instagram we have many Machine Learning teams. While they all work on different parts of the product, they all directly contribute to Instagram’s mission of strengthening relationships through shared experiences. This post is about one such team: Core Modeling. Core Modeling’s mission is to increase the predictive power of models. This requires solid understanding of the fundamentals and models used, a mix of research and applied machine learning. Here we summarize a few battle-tested methods...