diff --git a/how-to-use-azureml/machine-learning-pipelines/pipeline-style-transfer/pipeline-style-transfer.ipynb b/how-to-use-azureml/machine-learning-pipelines/pipeline-style-transfer/pipeline-style-transfer.ipynb
index b0deef24..2604ceb6 100644
--- a/how-to-use-azureml/machine-learning-pipelines/pipeline-style-transfer/pipeline-style-transfer.ipynb
+++ b/how-to-use-azureml/machine-learning-pipelines/pipeline-style-transfer/pipeline-style-transfer.ipynb
@@ -645,7 +645,26 @@
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
       "version": "3.6.7"
-    }
+    },
+    "friendly_name": "Pipeline test",
+    "exclude_from_index": false,
+    "order_index": 1,
+    "category": "training",
+    "tags": [
+    ],
+    "task": "Regression",
+    "datasets": [
+      "NYC Taxi"
+    ],
+    "compute": [
+      "local"
+    ],
+    "deployment": [
+      "None"
+    ],
+    "framework": [
+      "Azure ML AutoML"
+    ]
   },
   "nbformat": 4,
   "nbformat_minor": 2
diff --git a/index.md b/index.md
new file mode 100644
index 00000000..520cc4b1
--- /dev/null
+++ b/index.md
@@ -0,0 +1,130 @@
+
+# Index 
+Azure Machine Learning is a cloud service that you use to train, deploy, automate, and manage machine learning models. This index should assist in navigating the Azure Machine Learning notebook samples and encourage efficient retrieval of topics and content.
+
+
+## Getting Started 
+
+|Title| Task | Dataset | Training Compute | Deployment Target | ML Framework |
+|:----|:-----|:-------:|:----------------:|:-----------------:|:------------:|
+
+
+## Tutorials 
+
+|Title| Task | Dataset | Training Compute | Deployment Target | ML Framework |
+|:----|:-----|:-------:|:----------------:|:-----------------:|:------------:|
+
+
+## Training 
+
+|Title| Task | Dataset | Training Compute | Deployment Target | ML Framework |
+|:----|:-----|:-------:|:----------------:|:-----------------:|:------------:|
+| [Pipeline test](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/pipeline-style-transfer/pipeline-style-transfer.ipynb) | Regression | NYC Taxi | local | None | Azure ML AutoML |
+
+## Deployment 
+
+|Title| Task | Dataset | Training Compute | Deployment Target | ML Framework |
+|:----|:-----|:-------:|:----------------:|:-----------------:|:------------:|
+| :star:[Prepare data for regression modeling](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/production-deploy-to-aks/production-deploy-to-aks.ipynb) | Regression | test | localtest | AKS | test1 |
+
+## Other Notebooks
+|Title| Task | Dataset | Training Compute | Deployment Target | ML Framework |
+|:----|:-----|:-------:|:----------------:|:-----------------:|:------------:|
+| [auto-ml-classification-bank-marketing](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/classification-bank-marketing/auto-ml-classification-bank-marketing.ipynb) |  |  |  |  |  |
+| [auto-ml-classification-credit-card-fraud](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/classification-credit-card-fraud/auto-ml-classification-credit-card-fraud.ipynb) |  |  |  |  |  |
+| [auto-ml-classification-with-deployment](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/classification-with-deployment/auto-ml-classification-with-deployment.ipynb) |  |  |  |  |  |
+| [auto-ml-classification-with-onnx](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/classification-with-onnx/auto-ml-classification-with-onnx.ipynb) |  |  |  |  |  |
+| [auto-ml-classification-with-whitelisting](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/classification-with-whitelisting/auto-ml-classification-with-whitelisting.ipynb) |  |  |  |  |  |
+| [auto-ml-dataprep](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/dataprep/auto-ml-dataprep.ipynb) |  |  |  |  |  |
+| [auto-ml-dataprep-remote-execution](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/dataprep-remote-execution/auto-ml-dataprep-remote-execution.ipynb) |  |  |  |  |  |
+| [auto-ml-exploring-previous-runs](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/exploring-previous-runs/auto-ml-exploring-previous-runs.ipynb) |  |  |  |  |  |
+| [auto-ml-forecasting-bike-share](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/forecasting-bike-share/auto-ml-forecasting-bike-share.ipynb) |  |  |  |  |  |
+| [auto-ml-forecasting-energy-demand](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/forecasting-energy-demand/auto-ml-forecasting-energy-demand.ipynb) |  |  |  |  |  |
+| [auto-ml-forecasting-orange-juice-sales](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/forecasting-orange-juice-sales/auto-ml-forecasting-orange-juice-sales.ipynb) |  |  |  |  |  |
+| [auto-ml-missing-data-blacklist-early-termination](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/missing-data-blacklist-early-termination/auto-ml-missing-data-blacklist-early-termination.ipynb) |  |  |  |  |  |
+| [auto-ml-model-explanation](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/model-explanation/auto-ml-model-explanation.ipynb) |  |  |  |  |  |
+| [auto-ml-regression](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/regression/auto-ml-regression.ipynb) |  |  |  |  |  |
+| [auto-ml-regression-concrete-strength](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/regression-concrete-strength/auto-ml-regression-concrete-strength.ipynb) |  |  |  |  |  |
+| [auto-ml-regression-hardware-performance](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/regression-hardware-performance/auto-ml-regression-hardware-performance.ipynb) |  |  |  |  |  |
+| [auto-ml-remote-amlcompute](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/remote-amlcompute/auto-ml-remote-amlcompute.ipynb) |  |  |  |  |  |
+| [auto-ml-remote-amlcompute-with-onnx](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/remote-amlcompute-with-onnx/auto-ml-remote-amlcompute-with-onnx.ipynb) |  |  |  |  |  |
+| [auto-ml-sample-weight](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/sample-weight/auto-ml-sample-weight.ipynb) |  |  |  |  |  |
+| [auto-ml-sparse-data-train-test-split](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/sparse-data-train-test-split/auto-ml-sparse-data-train-test-split.ipynb) |  |  |  |  |  |
+| [auto-ml-sql-energy-demand](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/sql-server/energy-demand/auto-ml-sql-energy-demand.ipynb) |  |  |  |  |  |
+| [auto-ml-sql-setup](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/sql-server/setup/auto-ml-sql-setup.ipynb) |  |  |  |  |  |
+| [auto-ml-subsampling-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//automated-machine-learning/subsampling/auto-ml-subsampling-local.ipynb) |  |  |  |  |  |
+| [build-model-run-history-03](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/amlsdk/build-model-run-history-03.ipynb) |  |  |  |  |  |
+| [deploy-to-aci-04](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/amlsdk/deploy-to-aci-04.ipynb) |  |  |  |  |  |
+| [deploy-to-aks-existingimage-05](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/amlsdk/deploy-to-aks-existingimage-05.ipynb) |  |  |  |  |  |
+| [ingest-data-02](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/amlsdk/ingest-data-02.ipynb) |  |  |  |  |  |
+| [installation-and-configuration-01](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/amlsdk/installation-and-configuration-01.ipynb) |  |  |  |  |  |
+| [automl-databricks-local-01](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/automl/automl-databricks-local-01.ipynb) |  |  |  |  |  |
+| [automl-databricks-local-with-deployment](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/automl/automl-databricks-local-with-deployment.ipynb) |  |  |  |  |  |
+| [aml-pipelines-use-databricks-as-compute-target](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-databricks/databricks-as-remote-compute-target/aml-pipelines-use-databricks-as-compute-target.ipynb) |  |  |  |  |  |
+| [automl_hdi_local_classification](https://github.com/Azure/MachineLearningNotebooks/blob/master//azure-hdi/automl_hdi_local_classification.ipynb) |  |  |  |  |  |
+| [model-register-and-deploy](https://github.com/Azure/MachineLearningNotebooks/blob/master//deploy-to-cloud/model-register-and-deploy.ipynb) |  |  |  |  |  |
+| [register-model-deploy-local-advanced](https://github.com/Azure/MachineLearningNotebooks/blob/master//deploy-to-local/register-model-deploy-local-advanced.ipynb) |  |  |  |  |  |
+| [register-model-deploy-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//deploy-to-local/register-model-deploy-local.ipynb) |  |  |  |  |  |
+| [accelerated-models-object-detection](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/accelerated-models/accelerated-models-object-detection.ipynb) |  |  |  |  |  |
+| [accelerated-models-quickstart](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/accelerated-models/accelerated-models-quickstart.ipynb) |  |  |  |  |  |
+| [accelerated-models-training](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/accelerated-models/accelerated-models-training.ipynb) |  |  |  |  |  |
+| [enable-app-insights-in-production-service](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/enable-app-insights-in-production-service/enable-app-insights-in-production-service.ipynb) |  |  |  |  |  |
+| [enable-data-collection-for-models-in-aks](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/enable-data-collection-for-models-in-aks/enable-data-collection-for-models-in-aks.ipynb) |  |  |  |  |  |
+| [onnx-convert-aml-deploy-tinyyolo](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/onnx/onnx-convert-aml-deploy-tinyyolo.ipynb) |  |  |  |  |  |
+| [onnx-inference-facial-expression-recognition-deploy](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/onnx/onnx-inference-facial-expression-recognition-deploy.ipynb) |  |  |  |  |  |
+| [onnx-inference-mnist-deploy](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/onnx/onnx-inference-mnist-deploy.ipynb) |  |  |  |  |  |
+| [onnx-modelzoo-aml-deploy-resnet50](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/onnx/onnx-modelzoo-aml-deploy-resnet50.ipynb) |  |  |  |  |  |
+| [onnx-train-pytorch-aml-deploy-mnist](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/onnx/onnx-train-pytorch-aml-deploy-mnist.ipynb) |  |  |  |  |  |
+| [production-deploy-to-aks-gpu](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/production-deploy-to-aks-gpu/production-deploy-to-aks-gpu.ipynb) |  |  |  |  |  |
+| [register-model-create-image-deploy-service](https://github.com/Azure/MachineLearningNotebooks/blob/master//deployment/register-model-create-image-deploy-service/register-model-create-image-deploy-service.ipynb) |  |  |  |  |  |
+| [save-retrieve-explanations-run-history](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/azure-integration/run-history/save-retrieve-explanations-run-history.ipynb) |  |  |  |  |  |
+| [train-explain-model-locally-and-deploy](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/azure-integration/scoring-time/train-explain-model-locally-and-deploy.ipynb) |  |  |  |  |  |
+| [train-explain-model-on-amlcompute-and-deploy](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/azure-integration/scoring-time/train-explain-model-on-amlcompute-and-deploy.ipynb) |  |  |  |  |  |
+| [advanced-feature-transformations-explain-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/tabular-data/advanced-feature-transformations-explain-local.ipynb) |  |  |  |  |  |
+| [explain-binary-classification-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/tabular-data/explain-binary-classification-local.ipynb) |  |  |  |  |  |
+| [explain-multiclass-classification-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/tabular-data/explain-multiclass-classification-local.ipynb) |  |  |  |  |  |
+| [explain-regression-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/tabular-data/explain-regression-local.ipynb) |  |  |  |  |  |
+| [simple-feature-transformations-explain-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//explain-model/tabular-data/simple-feature-transformations-explain-local.ipynb) |  |  |  |  |  |
+| [aml-pipelines-data-transfer](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-data-transfer.ipynb) |  |  |  |  |  |
+| [aml-pipelines-getting-started](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-getting-started.ipynb) |  |  |  |  |  |
+| [aml-pipelines-how-to-use-azurebatch-to-run-a-windows-executable](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-how-to-use-azurebatch-to-run-a-windows-executable.ipynb) |  |  |  |  |  |
+| [aml-pipelines-how-to-use-estimatorstep](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-how-to-use-estimatorstep.ipynb) |  |  |  |  |  |
+| [aml-pipelines-parameter-tuning-with-hyperdrive](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-parameter-tuning-with-hyperdrive.ipynb) |  |  |  |  |  |
+| [aml-pipelines-publish-and-run-using-rest-endpoint](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-publish-and-run-using-rest-endpoint.ipynb) |  |  |  |  |  |
+| [aml-pipelines-setup-schedule-for-a-published-pipeline](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-setup-schedule-for-a-published-pipeline.ipynb) |  |  |  |  |  |
+| [aml-pipelines-setup-versioned-pipeline-endpoints](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-setup-versioned-pipeline-endpoints.ipynb) |  |  |  |  |  |
+| [aml-pipelines-use-adla-as-compute-target](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-use-adla-as-compute-target.ipynb) |  |  |  |  |  |
+| [aml-pipelines-use-databricks-as-compute-target](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-use-databricks-as-compute-target.ipynb) |  |  |  |  |  |
+| [aml-pipelines-with-automated-machine-learning-step](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-with-automated-machine-learning-step.ipynb) |  |  |  |  |  |
+| [aml-pipelines-with-data-dependency-steps](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/intro-to-pipelines/aml-pipelines-with-data-dependency-steps.ipynb) |  |  |  |  |  |
+| [nyc-taxi-data-regression-model-building](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/nyc-taxi-data-regression-model-building/nyc-taxi-data-regression-model-building.ipynb) |  |  |  |  |  |
+| [pipeline-batch-scoring](https://github.com/Azure/MachineLearningNotebooks/blob/master//machine-learning-pipelines/pipeline-batch-scoring/pipeline-batch-scoring.ipynb) |  |  |  |  |  |
+| [authentication-in-azureml](https://github.com/Azure/MachineLearningNotebooks/blob/master//manage-azureml-service/authentication-in-azureml/authentication-in-azureml.ipynb) |  |  |  |  |  |
+| [azure-ml-datadrift](https://github.com/Azure/MachineLearningNotebooks/blob/master//monitor-models/data-drift/azure-ml-datadrift.ipynb) |  |  |  |  |  |
+| [logging-api](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/logging-api/logging-api.ipynb) |  |  |  |  |  |
+| [manage-runs](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/manage-runs/manage-runs.ipynb) |  |  |  |  |  |
+| [train-hyperparameter-tune-deploy-with-sklearn](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-deploy-with-sklearn.ipynb) |  |  |  |  |  |
+| [train-in-spark](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/train-in-spark/train-in-spark.ipynb) |  |  |  |  |  |
+| [train-on-amlcompute](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/train-on-amlcompute/train-on-amlcompute.ipynb) |  |  |  |  |  |
+| [train-on-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/train-on-local/train-on-local.ipynb) |  |  |  |  |  |
+| [train-on-remote-vm](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/train-on-remote-vm/train-on-remote-vm.ipynb) |  |  |  |  |  |
+| [train-within-notebook](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/train-within-notebook/train-within-notebook.ipynb) |  |  |  |  |  |
+| [using-environments](https://github.com/Azure/MachineLearningNotebooks/blob/master//training/using-environments/using-environments.ipynb) |  |  |  |  |  |
+| [distributed-chainer](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/distributed-chainer/distributed-chainer.ipynb) |  |  |  |  |  |
+| [distributed-cntk-with-custom-docker](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/distributed-cntk-with-custom-docker/distributed-cntk-with-custom-docker.ipynb) |  |  |  |  |  |
+| [distributed-pytorch-with-horovod](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/distributed-pytorch-with-horovod/distributed-pytorch-with-horovod.ipynb) |  |  |  |  |  |
+| [distributed-tensorflow-with-horovod](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/distributed-tensorflow-with-horovod/distributed-tensorflow-with-horovod.ipynb) |  |  |  |  |  |
+| [distributed-tensorflow-with-parameter-server](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/distributed-tensorflow-with-parameter-server/distributed-tensorflow-with-parameter-server.ipynb) |  |  |  |  |  |
+| [export-run-history-to-tensorboard](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/export-run-history-to-tensorboard/export-run-history-to-tensorboard.ipynb) |  |  |  |  |  |
+| [how-to-use-estimator](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/how-to-use-estimator/how-to-use-estimator.ipynb) |  |  |  |  |  |
+| [notebook_example](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/how-to-use-estimator/notebook_example.ipynb) |  |  |  |  |  |
+| [tensorboard](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/tensorboard/tensorboard.ipynb) |  |  |  |  |  |
+| [train-hyperparameter-tune-deploy-with-chainer](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/train-hyperparameter-tune-deploy-with-chainer/train-hyperparameter-tune-deploy-with-chainer.ipynb) |  |  |  |  |  |
+| [train-hyperparameter-tune-deploy-with-keras](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/train-hyperparameter-tune-deploy-with-keras/train-hyperparameter-tune-deploy-with-keras.ipynb) |  |  |  |  |  |
+| [train-hyperparameter-tune-deploy-with-pytorch](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb) |  |  |  |  |  |
+| [train-hyperparameter-tune-deploy-with-tensorflow](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/train-hyperparameter-tune-deploy-with-tensorflow/train-hyperparameter-tune-deploy-with-tensorflow.ipynb) |  |  |  |  |  |
+| [train-tensorflow-resume-training](https://github.com/Azure/MachineLearningNotebooks/blob/master//training-with-deep-learning/train-tensorflow-resume-training/train-tensorflow-resume-training.ipynb) |  |  |  |  |  |
+| [deploy-model](https://github.com/Azure/MachineLearningNotebooks/blob/master//using-mlflow/deploy-model/deploy-model.ipynb) |  |  |  |  |  |
+| [train-and-deploy-pytorch](https://github.com/Azure/MachineLearningNotebooks/blob/master//using-mlflow/train-deploy-pytorch/train-and-deploy-pytorch.ipynb) |  |  |  |  |  |
+| [train-local](https://github.com/Azure/MachineLearningNotebooks/blob/master//using-mlflow/train-local/train-local.ipynb) |  |  |  |  |  |
+| [train-remote](https://github.com/Azure/MachineLearningNotebooks/blob/master//using-mlflow/train-remote/train-remote.ipynb) |  |  |  |  |  |
diff --git a/tutorials/img-classification-part2-deploy.ipynb b/tutorials/img-classification-part2-deploy.ipynb
index acb0f951..017f4475 100644
--- a/tutorials/img-classification-part2-deploy.ipynb
+++ b/tutorials/img-classification-part2-deploy.ipynb
@@ -619,7 +619,27 @@
       "pygments_lexer": "ipython3",
       "version": "3.6.6"
     },
-    "msauthor": "sgilley"
+    "msauthor": "sgilley",
+    "friendly_name": "Image classification tutorial",
+    "exclude_from_index": false,
+    "order_index": 1,
+    "category": "tutorial",
+    "tags": [
+      "featured"
+    ],
+    "task": "Regression",
+    "datasets": [
+      "NYC Taxi"
+    ],
+    "compute": [
+      "AKS"
+    ],
+    "deployment": [
+      "None"
+    ],
+    "framework": [
+      "Azure ML AutoML"
+    ]
   },
   "nbformat": 4,
   "nbformat_minor": 2
diff --git a/tutorials/regression-part2-automated-ml.ipynb b/tutorials/regression-part2-automated-ml.ipynb
index 10a9d354..b57ab32b 100644
--- a/tutorials/regression-part2-automated-ml.ipynb
+++ b/tutorials/regression-part2-automated-ml.ipynb
@@ -542,7 +542,27 @@
       "pygments_lexer": "ipython3",
       "version": "3.6.7"
     },
-    "msauthor": "sgilley"
+    "msauthor": "sgilley",
+    "friendly_name": "Regression modeling",
+    "exclude_from_index": false,
+    "order_index": 1,
+    "category": "tutorial",
+    "tags": [
+      "featured"
+    ],
+    "task": "Regression",
+    "datasets": [
+      "NYC Taxi"
+    ],
+    "compute": [
+      "Aml compute", "bla bla"
+    ],
+    "deployment": [
+      "None"
+    ],
+    "framework": [
+      "AutoML"
+    ]
   },
   "nbformat": 4,
   "nbformat_minor": 2