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Updated Numpy doc link.
The documentation link was outdated and 404, now redirects to the existing page.
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_episodes/02-numpy.md

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To begin processing the clinical trial inflammation data, we need to load it into Python.
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We can do that using a library called
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[NumPy](http://docs.scipy.org/doc/numpy/ "NumPy Documentation"), which stands for Numerical Python.
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[NumPy](https://numpy.org/doc/stable "NumPy Documentation"), which stands for Numerical Python.
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In general, you should use this library when you want to do fancy things with lots of numbers,
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especially if you have matrices or arrays. To tell Python that we'd like to start using NumPy,
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we need to [import]({{ page.root }}/reference.html#import) it:

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