diff --git a/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb b/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
index 323a7fd600..ca26f83c01 100644
--- a/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
+++ b/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
@@ -267,6 +267,13 @@
     "\n",
     "# Build the docker image locally with the image name and then push it to ECR\n",
     "# with the full name.\n",
+    "\n",
+    "# On a SageMaker Notebook Instance, the docker daemon may need to be restarted in order\n",
+    "# to detect your network configuration correctly.  (This is a known issue.)\n",
+    "if [ -d \"/home/ec2-user/SageMaker\" ]; then\n",
+    "  sudo service docker restart\n",
+    "fi\n",
+    "\n",
     "docker build  -t ${algorithm_name} .\n",
     "docker tag ${algorithm_name} ${fullname}\n",
     "\n",