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?
What is the difference between a list and a NumPy array in Python?
solveurit24@gmail.com Changed status to publish February 13, 2025
- 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