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Update python-numpy-tutorial.md (grammar fix) #299

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Expand Up @@ -1051,7 +1051,7 @@ across two sets of points; you can read about it

## Matplotlib
[Matplotlib](http://matplotlib.org/) is a plotting library.
In this section give a brief introduction to the `matplotlib.pyplot` module,
In this section we give a brief introduction to the `matplotlib.pyplot` module,
which provides a plotting system similar to that of MATLAB.

<a name='matplotlib-plotting'></a>
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