[Solved] What will be the output of this code?import numpy as np arr = np.array([0.1, 0.2], dtype=np.float32) print(arr[0] * arr[1]) | NumPy

NumPy - Array Data Types

What will be the output of this code?

import numpy as np
arr = np.array([0.1, 0.2], dtype=np.float32)
print(arr[0] * arr[1])

A0.02

B0.0199999

C0.0200001

D0.2

Step-by-Step Solution

Solution:

Step 1: Understand the operation
The code multiplies two float32 numbers: 0.1 and 0.2.
Step 2: Floating point precision
Due to float32 precision limits, the product is not exactly 0.02 but close to it.
Final Answer:
0.0200001 -> Option C
Quick Check:
Multiplying float32 numbers can introduce small precision errors [OK]

Quick Trick: Float32 multiplication may slightly differ from exact decimal [OK]

Common Mistakes:

Master "Array Data Types" in NumPy

9 interactive learning modes - each teaches the same concept differently

More NumPy Quizzes

What will be the output of this code?