Why AI Needs Math (And Why You Already Know Enough)

Let me tell you something that most AI courses get wrong. They either skip math entirely, which means you build things without understanding them. Or they throw you into calculus and linear algebra proofs from page one, which means you quit before you build anything. Both are wrong. And both waste your time in different ways. Here is the truth about math in AI. You do not need to become a mathematician. You need to become someone who understands what math is doing inside your models. Those are c