What is the difference between a list and a NumPy array in Python?

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What is the difference between a list and a NumPy array in Python?

What is the difference between a list and a NumPy array in Python?

solveurit24@gmail.com Changed status to publish February 13, 2025
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  • List:
    • Built-in Python data structure.
    • Can contain elements of different data types.
    • Slower for numerical operations.
  • NumPy Array:
    • Part of the NumPy library, designed for numerical computations.
    • Elements must be of the same data type.
    • Optimized for speed and memory efficiency.

Example:

import numpy as np

# List
my_list = [1, 2, 3, 4]

# NumPy array
my_array = np.array(my_list)
print(my_array)  # Output: [1 2 3 4]

solveurit24@gmail.com Changed status to publish February 13, 2025
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