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

NumPy - Fundamentals

Identify the error in this code:

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

ACannot add arrays of different shapes without broadcasting

BNumPy arrays cannot be added to lists

CSyntax error in array creation

DNo error, code runs fine

Step-by-Step Solution

Solution:

Step 1: Check shapes of operands
arr has shape (3,), list [1, 2] has length 2.
Step 2: Broadcasting rules
Shapes are incompatible for broadcasting addition.
Step 3: Result
This causes a ValueError due to shape mismatch.
Final Answer:
Cannot add arrays of different shapes without broadcasting -> Option A
Quick Check:
Shape mismatch causes addition error [OK]

Quick Trick: Shapes must align or broadcast for addition [OK]

Common Mistakes:

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