How can we create a random array using numpy?

To create a random array, you can utilize the random module in the NumPy library. Here are several common methods:

1. Generate random numbers using NumPy.
2. Generate a random array with shape (3, 2) using NumPy.

import numpy as np

arr = np.random.rand(3, 2)
print(arr)

1. generate random numbers from a standard normal distribution using numpy.

import numpy as np

arr = np.random.randn(3, 2)
print(arr)

1. Generate a random integer using NumPy.

import numpy as np

arr = np.random.randint(1, 10, size=(3, 2))
print(arr)

These are just some common methods for creating random arrays, but NumPy also offers more random functions and parameter options for you to choose from based on your needs.