[Solved] What error will be raised by the following code?import numpy as np arr = np.arange(14) new_arr = arr.reshape(3, 5) | NumPy

NumPy - Array Manipulation

What error will be raised by the following code?

import numpy as np
arr = np.arange(14)
new_arr = arr.reshape(3, 5)

ATypeError: reshape expects integers as arguments

BValueError: cannot reshape array of size 14 into shape (3,5)

CIndexError: index out of bounds

DNo error, code runs successfully

Step-by-Step Solution

Solution:

Step 1: Check total elements
Original array has 14 elements (0 to 13).
Step 2: Check new shape size
New shape (3, 5) requires 15 elements.
Step 3: Understand reshape constraints
Reshape requires total elements to remain constant.
Final Answer:
ValueError: cannot reshape array of size 14 into shape (3,5) -> Option B
Quick Check:
Element count mismatch causes ValueError [OK]

Quick Trick: Total elements must match in reshape [OK]

Common Mistakes:

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