What is the difference between np.zeros(), np.ones(), and np.empty()?
In NumPy, these functions are essential for initializing arrays efficiently:
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np.zeros((3,3)): Creates a 3×3 array of zeros. -
np.ones((3,3)): Creates a 3×3 array of ones. -
np.empty((3,3)): Creates an uninitialized array (filled with random values from memory).
Use empty() when performance matters and initialization isn’t needed. Learning how to use these functions effectively is a key topic in the Best Python Course because they form the foundation for numerical computing, data preprocessing, and scientific analysis.
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