[Solved] Identify the error in this code snippet:import numpy as np arr = np.array([1, 2, 3]) print(arr.reshape(2, 2)) | NumPy

NumPy - Fundamentals

Identify the error in this code snippet:

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

ASyntax error in reshape call

Breshape requires a tuple argument

CCannot reshape array of size 3 into shape (2, 2)

Darr is not a NumPy array

Step-by-Step Solution

Solution:

Step 1: Check array size and reshape shape
arr has 3 elements, but reshape tries to make shape (2, 2) which needs 4 elements.
Step 2: Understand reshape constraints
Reshape must keep total elements same; here 3 != 4, so error occurs.
Final Answer:
Cannot reshape array of size 3 into shape (2, 2) -> Option C
Quick Check:
Reshape size mismatch error = D [OK]

Quick Trick: Reshape total elements must match array size [OK]

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