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Larry Franks
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articles/machine-learning/how-to-deploy-managed-online-endpoint-sdk-v2.md

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@@ -26,10 +26,8 @@ In this article, you learn how to deploy your machine learning model to managed
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## Prerequisites
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* If you don't have an Azure subscription, create a free account before you begin. Try the [free or paid version of Azure Machine Learning](https://azure.microsoft.com/free/) today.
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* The [Azure Machine Learning SDK v2 for Python](/python/api/overview/azure/ml/installv2).
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* You must have an Azure resource group, and you (or the service principal you use) must have Contributor access to it.
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* You must have an Azure Machine Learning workspace.
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[!INCLUDE [sdk](../../includes/machine-learning-sdk-v2-prereqs.md)]
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* To deploy locally, you must install [Docker Engine](https://docs.docker.com/engine/) on your local computer. We highly recommend this option, so it's easier to debug issues.
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### Clone examples repository

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