In this video, we will have a general overview of Numpy. More precisely, we will look at how to add multiple numpy arrays, how to substract them, how to do element wise multiplication, matrix multiplication, transposes, as well as how to reshape a numpy array. We will also look at properties such as .shape, and .dtype and we will see how to save and load a numpy array in the .npy format. Finally, we will also look at how we can apply functions to numpy array using just standard functions without any modification, and np.vectorize.
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