What will be the output of this code?

medium📝 Predict Output Q13 of 15

NumPy - Creating Arrays

import numpy as np
arr = np.array([[1, 2], [3, 4]])
print(arr.shape)

A(4,)

B(1, 4)

C(2, 2)

DError

Step-by-Step Solution

Solution:

Step 1: Understand the array structure
The array is created from a list of two lists, each with 2 elements, so it is 2 rows and 2 columns.
Step 2: Check the shape attribute
arr.shape returns the dimensions as a tuple (rows, columns), which is (2, 2).
Final Answer:
(2, 2) -> Option C
Quick Check:
2 rows and 2 columns shape = (2, 2) [OK]

Quick Trick: Shape shows rows and columns count as tuple [OK]

Common Mistakes:

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