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What is NumPy? Why should we use it?

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NumPy (also called Numerical Python) is a highly flexible, optimized, open-source package meant for array processing. It provides tools for delivering high-end performance while dealing with N-dimensional powerful array objects. It is also beneficial for performing scientific computations, mathematical, and logical operations, sorting operations, I/O functions, basic statistical and linear algebra-based operations along with random simulation and broadcasting functionalities. Due to the vast range of capabilities, NumPy has become very popular and is the most preferred package. The following image represents the uses of NumPy.




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