diff --git a/00.configuration.ipynb b/00.configuration.ipynb
index 959fa1ae..7827613c 100644
--- a/00.configuration.ipynb
+++ b/00.configuration.ipynb
@@ -80,7 +80,9 @@
     "To create or access an Azure ML Workspace, you will need to import the AML library and the following information:\n",
     "* A name for your workspace\n",
     "* Your subscription id\n",
-    "* The resource group name "
+    "* The resource group name\n",
+    "\n",
+    "**Note**: As with other Azure services, there are limits on certain resources (for eg. BatchAI cluster size) associated with the Azure Machine Learning service. Please read [this article](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-manage-quotas) on the default limits and how to request more quota."
    ]
   },
   {