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Linear and logistic regression, multivariate analysis, and machine learning methods (like support vector machines and graphical models). "All of Statistics" by Larry Wasserman is an
Owning a PDF of the full solutions manual is a double-edged sword. If used incorrectly, it can stunt your learning. If used correctly, it functions as a highly effective personal tutor. The "Struggle First" Rule : Topics typically found in CS courses, like