Can you help me with the command codes for this Python project?

We will look at creating numpy array and basic array operations. Suppose we have two numpy arrays ( and ) given as below. Compute the quantities =()1 , =() and =(1) , where is a 1010 identity matrix, is a 1010 square matrix of ones, means transpose of matrix , and =10 .

Here is what is already done:

import numpy as np

np.random.seed(10)

X = np.random.normal(size=20) X.resize(10,2) X = np.insert(X, 0, np.ones(10), axis=1) y = np.random.normal(size=10)