Installing all the python libraries required for data science can be a challenge, especially on windows machine. Unfortunately the same thing that makes the libraries fast also makes them difficult to distribute to different system types. Luckily there are a few free options for getting up and running painlessly. I recommend installing Anaconda, an easy to install python distribution that includes all the essential libraries like NumPy, SciPy, pandas and IPython. An alternative is Enthought Canopy.
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