The definition of $e$ is:
$$e = \lim_{n \to \infty} \left(1 + \frac{1}{n}\right)^n$$
If we use the Binomial Theorem on the function itself:
$$\left(1 + \frac{1}{n}\right)^n = \sum_{k=0}^{n} \binom{n}{k}\frac{1}{n^k} = \sum_{k=0}^{n} \frac{n!}{k!(n-k)! \cdot n^k}$$
At this point I am not sure where to go, how to both manipulate this expression and also have it be a valid input to the limit definition. Is there a simple approach that does not require Calc II knowledge, or is this one of those problems where there's really just one way to do it that everyone uses?
Rudin has a nice proof of this fact (Principles of mathematical analysis, p65)