Need Python Script for this.

Copy the following to the top of you script: i import numpy as np # standard import 2 3 np. set-printoptions (precision=3) 4 np.random. seed (23) 5 6 X np.array ([ -1., 4., -9.]) np.random.ranf ((5,6)) 7 A = Unless otherwise specified, you must use Numpy functions to solve the problems. 1. Print the second column of matrix A created above 2. Print the lower right 2x2 portion of the matrix A 3. Print the average of the second column of the matrix A. Do not use for or while loops. 4. Print the average of the entire matrix A. Do not use for or while loops. 5. Print the average of the columns of matrix A. Do not use for or while loops