Elementary means that I know how to reduce it to "counting on fingers", college algebra, and linear algebra. That doesn't mean that other areas are to be avoided at all, though.

This definition works differently for different people, as that "I know how" expression is vague. In my book, probability is elementary but the Stone-Cech compactification $\beta N$ of the naturals is not.