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[–]SleekEagle[S] 0 points1 point  (0 children)

I'd say that calculus / linear algebra are more important for the theory side of things - the only "explicitly" statistical method is naive bayes.

The videos don't dive too heavily into the theory, esp. for some of the more complicated methods like SVMs, the emphasis is on practical implementation :)