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Issue on page /week_05/01-Numpy-ndarrays.html #20

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@bstroe

Under section Broadcasting, in the text it says:
For example, let’s multiply an array of shape(4, 3) with an array of shape (3) (both trailing axes are of length 3)
But in the code and graphic, the arrays are added.

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