What are the mean and the standard deviation of the standard normal variate $Z$?

Explanation

1. 01

   $Z = \frac{X - \mu}{\sigma}$ shifts the mean to 0 and scales the spread to 1.

2. 02

   So $Z$ has mean 0 and standard deviation 1, whatever $X$ was.