As an example, if I have 10 items and am choosing 2, the equation $\frac{n!}{(n-k)!k!}$ will result in 45.
However, intuitively there are 10 items to choose from and then 9 leftover to choose from again, so the result would be 10*9=90. (Equation would be $\frac{n!}{(n-k)!}$)
How do I know which of these to use in what scenario?