[Solved] What will be printed by the following code?import numpy as np arr = np.full((3, 1), 8) print(arr) — Ans: [[8] [8] [8]] | NumPy

NumPy - Creating Arrays

What will be printed by the following code?

import numpy as np
arr = np.full((3, 1), 8)
print(arr)

A[8 8 8]

B[[8] [8] [8]]

C[[8 8 8]]

D[[1] [1] [1]]

Step-by-Step Solution

Solution:

Step 1: Analyze the shape argument
The shape (3, 1) means 3 rows and 1 column.
Step 2: Understand the fill value
The array will be filled with the value 8 in every element.
Step 3: Expected output
Printing the array will display a 3x1 array with each element as 8, shown as:
[[8] [8] [8]]
Final Answer:
[[8] [8] [8]] -> Option B
Quick Check:
Shape (3,1) means 3 rows, 1 column [OK]

Quick Trick: Shape (3,1) creates 3 rows and 1 column [OK]

Common Mistakes:

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