diff --git a/episodes/Training-models-in-SageMaker-notebooks.md b/episodes/Training-models-in-SageMaker-notebooks.md
index d9b299d..6d4d0b7 100644
--- a/episodes/Training-models-in-SageMaker-notebooks.md
+++ b/episodes/Training-models-in-SageMaker-notebooks.md
@@ -1,5 +1,5 @@
 ---
-title: "Training models in SageMaker notebooks"
+title: "Training Models in SageMaker Notebooks"
 teaching: 20
 exercises: 10
 ---