4. NumPy Array Operations. NumPy arrays allow you to perform element-wise operations, such as addition, subtraction, multiplication, and division. You can use operators like +, -, *, and / directly on NumPy arrays.

For example, you can add two NumPy arrays element-wise like this: result = array1 + array2.

# Import the NumPy library import numpy as np # Create two NumPy arrays array1 = np.array([1, 2, 3]) array2 = np.array([4, 5, 6]) # Perform element-wise addition of the arrays result = ___ # Print the result print(result) # Import the NumPy library import numpy as np # Create two NumPy arrays array1 = np.array([1, 2, 3]) array2 = np.array([4, 5, 6]) # Perform element-wise addition of the arrays result = array1 + array2 # Print the result print(result) test_object("array1") test_object("array2") test_object("result") success_msg("You have correctly performed element-wise addition of NumPy arrays.")