Using a library such as Numpy, write a Python program to generate a random matrix with 500 rows and 10 columns.
Not applicable
import numpy as np

# Generate random matrix with 500 rows and 10 columns
matrix = np.random.rand(500,10)

# Print the matrix
print(matrix)