it's not anymore surprising than realizing graphics programming requires you to have a good grasp on linear algebra. the math is how it's done, it's statistics

it's not anymore surprising than realizing graphics programming requires you to have a good grasp on linear algebra. the math is how it's done, it's statistics all the way down. If you don't have a good grasp on statistics you're not going to fully grok ML.