Depends on the approach. If you go with statistical learning, it's more a mix between statistics, calculus and linear algebra. It's my favorite approach though,

Depends on the approach. If you go with statistical learning, it's more a mix between statistics, calculus and linear algebra. It's my favorite approach though, because it makes you feel less like the comic posted below.