diff --git a/website/docs/tutorials/training.jade b/website/docs/tutorials/training.jade
index 79b5c3544..9944038a3 100644
--- a/website/docs/tutorials/training.jade
+++ b/website/docs/tutorials/training.jade
@@ -37,7 +37,7 @@ p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/trai
 
     entity.model.end_training()
 
-p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/training/train_ner.y") Full example]
+p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/training/train_ner.py") Full example]
 
 +h(2, "train-entity") Training the dependency parser