diff --git a/intro/language/python_language.rst b/intro/language/python_language.rst
index b3adec8e3..be3bb8ea5 100644
--- a/intro/language/python_language.rst
+++ b/intro/language/python_language.rst
@@ -12,7 +12,7 @@ Gaël Varoquaux*
     necessary for getting started with Numpy and Scipy is addressed here.
     To learn more about the language, consider going through the
     excellent tutorial https://docs.python.org/tutorial. Dedicated books
-    are also available, such as `Dive into Python <https://www.diveinto.org/python3>`__.
+    are also available, such as `Dive into Python 3<https://www.diveinto.org/python3>`__.
     
 
 .. image:: python-logo.png