diff --git a/Project/SageMaker Project.ipynb b/Project/SageMaker Project.ipynb
index f63ddbdac..8437b7195 100644
--- a/Project/SageMaker Project.ipynb	
+++ b/Project/SageMaker Project.ipynb	
@@ -1212,7 +1212,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 4: Deploying our web app\n",
+    "## Step 8: Deploying our web app\n",
     "\n",
     "Now that we have a publicly available API, we can start using it in a web app. For our purposes, we have provided a simple static html file which can make use of the public api you created earlier.\n",
     "\n",