Write a python script to calculate the standard deviation of a given list of numbers
numbers = [1, 2, 3, 4, 5]
import numpy as np

def calculate_standard_deviation(arr):
    return np.std(arr)

print(calculate_standard_deviation(numbers)) # Prints 1.4142135623730951