I have posted a first draft of a NumPy User Guide introduction. Hopefully it is both useful and factually correct, but please jump in where you see room for improvement. I am assuming familiarity with Python programming, but no prior knowledge of NumPy. http://docs.scipy.org/numpy/docs/numpy-docs/user/introduction.rst/ Andrew