I am self-answering the following question as when I made the following mistake, I couldn't find an answer.
a = np.array([1,2,3])
b = np.array([4,5,6])
np.concatenate(a, b)
Produces the following error:
TypeError: only integer scalar arrays can be converted to a scalar index