diff --git a/python-numpy-tutorial.md b/python-numpy-tutorial.md
index fe737a3c..66192e41 100644
--- a/python-numpy-tutorial.md
+++ b/python-numpy-tutorial.md
@@ -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>