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In an increasingly data-rich world, educators are often looking for strategies to engage with complex sources of data. The Educational Data Science graduate certificate is designed to provide a broad knowledge and skill base of multiple facets of data science, ranging from discussing ethics and privacy issues related to the context of data science to creating static and dynamic data visualizations using R. Students in this graduate certificate program will explore ethical applications of machine learning in education and also gain experience with conducting research that relies on digital data sources.