In the last post, he mentioned derivatives, which is calculus. He's doing it the hard way.

The "exponential function" is e = 2.72.... , an unending number like pi. You've probably seen e before. Lots of science depends on raising e to a power. It's just something you see again and again. That's how I got familiar with it.