Write a NumPy program to create a 2x2 array with random values and subtract the mean of each row from each element.

Write a NumPy program to create a 2x2 array with random values and subtract the mean of each row from each element.

Codes:

import numpy as np

# Create a 2x2 array with random values

array_2d = np.random.rand(2, 2)

# Calculate the mean of each row

row_means = np.mean(array_2d, axis=1)

# Subtract the mean of each row from each element

result_array = array_2d - row_means[:, np.newaxis]

print("2x2 Array with Random Values:")

print(array_2d)

print("\nResult Array after Subtracting Row Means:")

print(result_array)