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The STAT 250 Graduate Seminar on Designing the Elements of Data Science course teaches students about computation, data, and statistical thinking to gain data science insights, makes predictions, and draw conclusions. In this course, students will be taught about data science concepts by evaluating and developing data science case studies. The course will provide students with an understanding of factors ranging from exploratory data analysis and data collection to communication of results and modelling.