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

NumPy - Array Manipulation

What will be the output of this code?

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

A[[1 2] [3 4] [5] [6]]

B[[1 2 5 6] [3 4 5 6]]

C[[1 2 5] [3 4 6]]

DError due to shape mismatch

Step-by-Step Solution

Solution:

Step 1: Check shapes of arrays
x shape is (2, 2), y shape is (2, 1).
Step 2: Apply np.hstack()
Stacks arrays horizontally by adding columns, resulting shape (2, 3).
Final Answer:
[[1 2 5] [3 4 6]] -> Option C
Quick Check:
hstack adds columns, rows must match [OK]

Quick Trick: hstack adds columns, so rows must be equal [OK]

Common Mistakes:

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What will be the output of this code?