[Solved] Identify the issue in this code snippet:import numpy as np x = np.array([1, 2, 3, 4]) y = np.array([5, 6, 7]) z = x + y print(z) | NumPy

NumPy - Array Operations

Identify the issue in this code snippet:

import numpy as np
x = np.array([1, 2, 3, 4])
y = np.array([5, 6, 7])
z = x + y
print(z)

ASyntax error in numpy import

BArrays have incompatible shapes for element-wise addition

CUsing '+' operator does not perform element-wise addition

DArrays must be of integer type to add

Step-by-Step Solution

Solution:

Step 1: Check array shapes
x has shape (4,), y has shape (3,)
Step 2: Understand broadcasting rules
Shapes are incompatible for element-wise addition without broadcasting
Step 3: Result
Raises a ValueError due to shape mismatch
Final Answer:
Arrays have incompatible shapes for element-wise addition -> Option B
Quick Check:
Check array lengths differ [OK]

Quick Trick: Array shapes must align or broadcast for element-wise ops [OK]

Common Mistakes:

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