Abstract: In this tutorial, we will describe population and public health and their essential role in a comprehensive strategy to improve health. We will illustrate state of the art data and modeling approaches in population and public health. In doing so, we will identify overlaps with and open questions relevant to machine learning, causal inference and fairness.

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