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numpy is the most powerful, prominent and fastest library of python language for mathematical operations and scientific operations. It handles arrays with its data type and its operations. Array is the collection similar type of elements. So in this lecture we will see what is array and how it works in numpy.
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We can check the speed of numpy using following code. sum is python function and np.sum is numpy function. numpy function will take very less time to add all the values of array.
%timeit sum(arr)
%timeit np.sum(arr)
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