diff --git a/lesson2/demo/Lesson 2, Lecture 1 Demo - Training Job.ipynb b/lesson2/demo/Lesson 2, Lecture 1 Demo - Training Job.ipynb
index 6c4df6167..939b6c3d7 100644
--- a/lesson2/demo/Lesson 2, Lecture 1 Demo - Training Job.ipynb	
+++ b/lesson2/demo/Lesson 2, Lecture 1 Demo - Training Job.ipynb	
@@ -32,7 +32,7 @@
     "\n",
     "# We use this prefix to help us determine where the output will go. \n",
     "\n",
-    "prefix = 's3://sagemaker-us-west-2-565094796913/'\n",
+    "prefix = 'boston-xgboost-HL'\n",
     "\n",
     "# We need to get the location of the container. \n",
     "\n",