[Solved] What is the output of this code?import numpy as np x = np.array([1, 2, 3]) y = np.array([4, 5, 6]) print(x * y) | NumPy

NumPy - Array Operations

What is the output of this code?

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

A[4 10 18]

B[5 7 9]

C[1 2 3 4 5 6]

DError: arrays must be same shape

Step-by-Step Solution

Solution:

Step 1: Understand element-wise multiplication
Multiplying two numpy arrays multiplies each element pair: 1*4=4, 2*5=10, 3*6=18.
Step 2: Calculate output array
The result is an array: [4, 10, 18].
Final Answer:
[4 10 18] -> Option A
Quick Check:
Element-wise multiply: [1*4, 2*5, 3*6] = [4 10 18] [OK]

Quick Trick: Multiply arrays element-wise: multiply each pair [OK]

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