diff --git a/website/usage/_training/_tips.jade b/website/usage/_training/_tips.jade
index da91c1915..e743d7f0d 100644
--- a/website/usage/_training/_tips.jade
+++ b/website/usage/_training/_tips.jade
@@ -118,8 +118,8 @@ p
     |  #[+a("https://cseweb.ucsd.edu/~yfreund/papers/LargeMarginsUsingPerceptron.pdf") Freund and Schapire (1999)],
     |  popularised in the NLP community by
     |  #[+a("http://www.aclweb.org/anthology/P04-1015") Collins (2002)],
-    |  explained in more detail by
-    |  #[+a("http://leon.bottou.org/projects/sgd") Leon Botto]. Just about the
+    |  and explained in more detail by
+    |  #[+a("http://leon.bottou.org/projects/sgd") Leon Bottou]. Just about the
     |  only other people who seem to be using this for neural network training
     |  are the SyntaxNet team (one of whom is Michael Collins) – but it really
     |  seems to work great on every problem.