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articles/machine-learning/tutorial-train-deploy-notebook.md
@@ -363,7 +363,7 @@ Use these steps to delete your Azure Machine Learning workspace and all compute
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## Next steps
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-+ Learn about all of the [deployment options for Azure Machine Learning](how-to-deploy-and-where.md).
++ Learn about all of the [deployment options for Azure Machine Learning](how-to-deploy-managed-online-endpoints.md).
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+ Learn how to [create clients for the web service](how-to-consume-web-service.md).
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+ [Make predictions on large quantities of data](./tutorial-pipeline-batch-scoring-classification.md) asynchronously.
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+ Monitor your Azure Machine Learning models with [Application Insights](./v1/how-to-enable-app-insights.md).
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