[Solved] What is the issue with this code?import numpy as np x = np.array([1, 2, 3]) y = np.array([4, 5]) print(x + y) | NumPy

NumPy - Array Operations

What is the issue with this code?

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

AThe '+' operator performs matrix multiplication here

BYou cannot add numpy arrays

CThe arrays must be converted to lists first

DArrays have incompatible shapes for broadcasting

Step-by-Step Solution

Solution:

Step 1: Check array shapes
x has shape (3,), y has shape (2,). Shapes differ and cannot be broadcasted.
Step 2: Understand broadcasting rules
Arrays must have compatible shapes to add element-wise.
Final Answer:
Arrays have incompatible shapes for broadcasting -> Option D
Quick Check:
Shapes must align or broadcast [OK]

Quick Trick: Array shapes must be compatible for addition [OK]

Common Mistakes:

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