diff --git a/examples/dynamic_cloud_cluster.ipynb b/examples/dynamic_cloud_cluster.ipynb
index a32ad21..6928c71 100644
--- a/examples/dynamic_cloud_cluster.ipynb
+++ b/examples/dynamic_cloud_cluster.ipynb
@@ -444,6 +444,12 @@
     "    os.environ[\"TRAINS_API_SECRET_KEY\"] = TRAINS_SECRET_KEY\n",
     "    api_client = APIClient()\n",
     "\n",
+    "    # Verify the requested queues exist and create those that doesn't exist\n",
+    "    all_queues = [q.name for q in list(api_client.queues.get_all())]\n",
+    "    missing_queues = [q for q in QUEUES if q not in all_queues]\n",
+    "    for q in missing_queues:\n",
+    "        api_client.queues.create(q)\n",
+    "\n",
     "    idle_workers = {}\n",
     "    while True:\n",
     "        queue_name_to_id = {\n",