aws · chuyang-deng · Jun 10, 2020 · Jun 10, 2020 · Jun 10, 2020
diff --git a/doc/index.rst b/doc/index.rst
@@ -53,15 +53,14 @@ Amazon SageMaker provides implementations of some common machine learning algori
 
 
 *************
-Orchestration
+Workflows
 *************
-Orchestrate your SageMaker training and inference jobs with Kubernetes and Airflow.
+Orchestrate your SageMaker training and inference workflows with Airflow and Kubernetes.
 
 .. toctree::
-    :maxdepth: 1
+    :maxdepth: 2
 
-    kubernetes/index
-    airflow/index
+    workflows/index
 
 
 *************************

diff --git a/doc/airflow/index.rst → doc/workflows/airflow/index.rst b/doc/airflow/index.rst → doc/workflows/airflow/index.rst
diff --git a/doc/airflow/sagemaker.workflow.airflow.rst → ...ws/airflow/sagemaker.workflow.airflow.rst b/doc/airflow/sagemaker.workflow.airflow.rst → ...ws/airflow/sagemaker.workflow.airflow.rst
diff --git a/doc/airflow/using_workflow.rst → doc/workflows/airflow/using_workflow.rst b/doc/airflow/using_workflow.rst → doc/workflows/airflow/using_workflow.rst
diff --git a/doc/workflows/index.rst b/doc/workflows/index.rst
@@ -0,0 +1,11 @@
+##########
+Workflows
+##########
+
+The SageMaker Python SDK supports managed training and inference for a variety of machine learning frameworks:
+
+.. toctree::
+    :maxdepth: 2
+
+    airflow/index
+    kubernetes/index
diff --git a/...ker_components_for_kubeflow_pipelines.rst → ...ker_components_for_kubeflow_pipelines.rst b/...ker_components_for_kubeflow_pipelines.rst → ...ker_components_for_kubeflow_pipelines.rst
diff --git a/doc/kubernetes/amazon_sagemaker_jobs.rst → ...lows/kubernetes/amazon_sagemaker_jobs.rst b/doc/kubernetes/amazon_sagemaker_jobs.rst → ...lows/kubernetes/amazon_sagemaker_jobs.rst
diff --git a/...on_sagemaker_operators_for_kubernetes.rst → ...on_sagemaker_operators_for_kubernetes.rst b/...on_sagemaker_operators_for_kubernetes.rst → ...on_sagemaker_operators_for_kubernetes.rst
diff --git a/...erators_for_kubernetes_authentication.png → ...erators_for_kubernetes_authentication.png b/...erators_for_kubernetes_authentication.png → ...erators_for_kubernetes_authentication.png
diff --git a/doc/kubernetes/index.rst → doc/workflows/kubernetes/index.rst b/doc/kubernetes/index.rst → doc/workflows/kubernetes/index.rst
diff --git a/...tes/using_amazon_sagemaker_components.rst → ...tes/using_amazon_sagemaker_components.rst b/...tes/using_amazon_sagemaker_components.rst → ...tes/using_amazon_sagemaker_components.rst