The output on this line https://github.com/UoMResearchIT/programming_with_python/blob/039da4b3c37b2833058fa3f709517650de8144c7/episodes/03-numpy_essential.md?plain=1#L376 should be `numpy.ndarray` rather than `<class 'numpy.ndarray'>`.
The output on this line https://github.com/UoMResearchIT/programming_with_python/blob/039da4b3c37b2833058fa3f709517650de8144c7/episodes/03-numpy_essential.md?plain=1#L376 should be
numpy.ndarrayrather than<class 'numpy.ndarray'>.