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Learning from Big Data STAT 440 (3)

A data-first discovery of advanced statistical methods. Focus will be on a series of forecasting and prediction competitions, each based on a large real-world dataset. Additionally, practical tools for statistical modeling in real-world environments will be explored. Prerequisite: 90 units including STAT 350 with a minimum grade of C- and one of STAT 341, STAT 260, or CMPT 225, with a minimum grade of C- (STAT 240 is also recommended); OR data science majors with 90 units including STAT 302 or STAT 305, CMPT 225, STAT 260, and STAT 240, all with a minimum grade of C-.