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An advanced data analytics course intended for students who have previous experience with data science, probability, and statistics. This course looks at the principles and techniques of data science tailored towards applications in systems engineering contexts, specifically those related to major societal challenges including resilient cities, human safety and security, decision-making and healthcare, future energy infrastructure, and space exploration and habitation.