Python Data Science - Numpy | Intellipaat
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NumPy, which stands for 'Numerical Python,' is a Python package. It is a library that contains multidimensional array objects as well as a collection of array processing routines.
NumPy-based operations
A developer can use NumPy to perform the following operations:Array mathematical and logical operations
Fourier transforms and shape manipulation routines
Operations involving linear algebra. NumPy includes linear algebra and random number generation functions.
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NumPy - A MatLab Alternative
NumPy is frequently used in conjunction with packages such as SciPy (Scientific Python) and Matplotlib (plotting library). This combination is widely used as a replacement for MatLab, a popular technical computing platform. The Python alternative to MatLab, on the other hand, is now regarded as a more modern and comprehensive programming language.NumPy has the added benefit of being open source.