Question

How are the mad different from the normal

Answer 1

Answer:

Both measure the dispersion of your data by computing the distance of the data to its mean. The difference between the two norms is that the standard deviation is calculating the square of the difference whereas the mean absolute deviation is only looking at the absolute difference.