Edits

Author: PeterCLu

articles/machine-learning/index.yml

@@ -1,11 +1,11 @@
 ### YamlMime:Landing
 
 title: Azure Machine Learning documentation
-summary: Azure Machine Learning offers web interfaces & SDKs so you can quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn. 
+summary: Azure Machine Learning offers graphical interfaces & SDKs so you can quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn. 
 
 metadata:
   title: Azure Machine Learning documentation
-  description: Azure Machine Learning offers you web interfaces & SDKs to quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn. 
+  description: Azure Machine Learning offers you graphical interfaces & SDKs to quickly train and deploy your machine learning models and pipelines at scale. Use these capabilities with open-source Python frameworks, such as PyTorch, TensorFlow, and scikit-learn. 
 
   services: machine-learning
   ms.service: machine-learning
@@ -27,13 +27,13 @@ landingContent:
     linkLists:
       - linkListType: tutorial
         links:
-          - text: Experiment in Python notebooks
+          - text: Start with Python notebooks
             url: tutorial-1st-experiment-sdk-setup.md
-          - text: Experiment in RStudio
+          - text: Start with RStudio
             url: tutorial-1st-r-experiment.md
-          - text: Experiment using drag & drop designer
+          - text: Start with the drag & drop designer
             url: tutorial-designer-automobile-price-train-score.md
-          - text: Experiment with automated ML
+          - text: Start with automated ML
             url: tutorial-first-experiment-automated-ml.md
       - linkListType: overview
         links:
@@ -71,20 +71,21 @@ landingContent:
             url: how-to-train-keras.md
 
   # Pipelines
-  - title: 'Use ML Pipelines'
+  - title: 'Build ML Pipelines'
     linkLists:
+    - linkListType: tutorial
+      links:
+      - text: Linear regression to predict prices (designer)
+        url: tutorial-designer-automobile-price-train-score.md
+      - text: Create ML pipelines (Python SDK)
+        url: tutorial-pipeline-batch-scoring-classification.md   
     - linkListType: overview
       links:
       - text: What are ML pipelines?
         url: concept-ml-pipelines.md   
       - text: The 'drag-n-drop' designer
         url: concept-designer.md   
-    - linkListType: tutorial
-      links:
-      - text: Linear regression to predict prices (designer)
-        url: tutorial-designer-automobile-price-train-score.md
-      - text: Create ML pipelines (Python SDK)
-        url: tutorial-pipeline-batch-scoring-classification.md     
+      
     - linkListType: how-to-guide
       links:
           - text: Scheduling pipelines (Python SDK)
@@ -103,29 +104,29 @@ landingContent:
             url: concept-model-management-and-deployment.md
           - text: How & where to deploy
             url: how-to-deploy-and-where.md
-          - text: Authentication
-            url: how-to-setup-authentication.md
           - text: Realtime prediction
             url: how-to-consume-web-service.md
           - text: Batch prediction 
             url: how-to-use-parallel-run-step.md
           - text: End-to-end examples (GitHub)
             url: https://github.com/microsoft/MLOps
+          - text: Authentication
+            url: how-to-setup-authentication.md
 
   # Reference
-  - title: Go to reference docs
+  - title: View reference docs
     linkLists:
       - linkListType: reference
         links:
           - text: SDK for Python
             url: https://docs.microsoft.com/python/api/overview/azure/ml/?view=azure-ml-py
           - text: SDK for R
             url: https://azure.github.io/azureml-sdk-for-r/reference/index.html
+          - text: REST API
+            url: https://docs.microsoft.com/rest/api/azureml/
           - text: Machine learning CLI
             url: https://docs.microsoft.com/cli/azure/ext/azure-cli-ml/ml?view=azure-cli-latest
           - text: Designer algorithms & modules
             url: algorithm-module-reference/module-reference.md
-          - text: REST API
-            url: https://docs.microsoft.com/rest/api/azureml/
           - text: AI reference architectures (GitHub)
             url: https://github.com/Microsoft/AI