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calculus and linear algebra (mentioned on school sites) are the absolute bare minimum. many students suggest that these two classes are sub-minimum.
I would suggest taking a few undergrad classes like calculus1-3, linear algebra, real analysis, probability, and statistics (the last two should be in the stat dept and not "probability for social sciences/economists" etc).
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