The sum is as follows:
$$ \sum_{n=1}^{\infty} n \left ( \frac{1}{6}\right ) \left ( \frac{5}{6} \right )^{n-1}\\ $$
This is how I started:
$$ = \frac{1}{6}\sum_{n=1}^{\infty} n \left ( \frac{5}{6} \right )^{n-1} \\ = \frac{1}{5}\sum_{n=1}^{\infty} n \left ( \frac{5}{6} \right )^{n}\\\\ = \frac{1}{5}S\\ S = \frac{5}{6} + 2\left (\frac{5}{6}\right)^2 + 3\left (\frac{5}{6}\right)^3 + ... $$
I don't know how to group these in to partial sums and get the result. I also tried considering it as a finite sum (sum from 1 to n) and applying the limit, but that it didn't get me anywhere!
PS: I am not looking for the calculus method.
I tried to do it directly in the form of the accepted answer,
$$ \textrm{if} \ x= \frac{5}{6},\\ S = x + 2x^2 + 3x^3 + ...\\ Sx = x^2 + 2x^3 + 3x^4 + ...\\ S(1-x) = x + x^2 + x^3 + ...\\ \textrm{for x < 1},\ \ \sum_{n=1}^{\infty}x^n = -\frac{x}{x-1}\ (\textrm{I looked up this eqn})\\ S = \frac{x}{(1-x)^2}\\ \therefore S = 30\\ \textrm{Hence the sum} \sum_{n=1}^{\infty} n \left ( \frac{1}{6}\right ) \left ( \frac{5}{6} \right )^{n-1} = \frac{30}{5} = 6 $$