[Solved] Identify the error in the following code snippet:import numpy as np arr = np.array([5, 10, 15, 20]) indices = [1, 4] print(arr[indices]) | NumPy

NumPy - Indexing and Slicing

Identify the error in the following code snippet:

import numpy as np
arr = np.array([5, 10, 15, 20])
indices = [1, 4]
print(arr[indices])

AIndexError because index 4 is out of bounds

BSyntaxError due to wrong brackets

CTypeError because indices is a list

DNo error, prints [10 20]

Step-by-Step Solution

Solution:

Step 1: Check array size and indices
Array length is 4, valid indices are 0 to 3. Index 4 is invalid.
Step 2: Understand error type
Accessing index 4 causes IndexError: index out of bounds.
Final Answer:
IndexError because index 4 is out of bounds -> Option A
Quick Check:
Index 4 invalid for length 4 array [OK]

Quick Trick: Check if all indices are within array length [OK]

Common Mistakes:

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