[Solved] Identify the error in this code snippet:import numpy as np arr = np.array([1, 2, 3, 4]) print(arr[4]) | NumPy

NumPy - Indexing and Slicing

Identify the error in this code snippet:

import numpy as np
arr = np.array([1, 2, 3, 4])
print(arr[4])

AIndexError because index 4 is out of bounds

BSyntaxError due to wrong print statement

CTypeError because arr is not a list

DNo error, prints 4

Step-by-Step Solution

Solution:

Step 1: Check array length and indexing
Array has indices 0 to 3; index 4 is outside valid range.
Step 2: Understand error type
Accessing out-of-range index causes IndexError in NumPy.
Final Answer:
IndexError because index 4 is out of bounds -> Option A
Quick Check:
Out-of-bounds index = IndexError [OK]

Quick Trick: Array indices go from 0 to length-1 [OK]

Common Mistakes:

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