I work as a freelance math mentor, and have found that many high schoolers, like myself back then, are somewhat mystified with the exponential function. So I set myself the task of giving a rigorous listing & explanation of its properties, and just why it is such a singular and singularly useful function.
Starting from the wishful definition, that $\exp(x)$ is the unique function which satisfies $$\left.\begin{align} \exp(0)&=1 \\ \frac{\mathrm d}{\mathrm dx}\exp(x)&=\exp(x) \end{align}\right\}\tag{*}$$
I have a proof for uniqueness, and existence as an absolutely convergent sum (the Taylor/Maclaurin series), satisfying (*). And, starting with an example of interest rates, and with some Binomial Series Expansion shown that $$\lim_{n\rightarrow\infty}\left(1+\frac{1}{n}\right)^n = \sum_{n=0}^{\infty} \frac{1}{n!} = \exp(1) = e.$$
When you combine this with the equation $\exp(x+y)=\exp(x)\cdot \exp(y)$, which I have also shown to work, it is very tempting to assume that $\exp(x)$ is an exponent of Euler’s number $e$, as the former two equations, and the first part of (*) are compatible with this.
That is to say, $\exp(x)\equiv e^x$ is congruent with everything I’ve shown thus far, but I don’t have a strict proof that this is truly the right call. I’d like a rigorous proof that $\sum_{n=0}^{\infty} \frac{x^n}{n!}$ and $e^x$, that is raising eulers number $e$ to the power of $x$, are truly the same function.