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deprecation notices
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articles/machine-learning/v1/how-to-access-data.md

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ms.author: yogipandey
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author: ynpandey
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ms.reviewer: nibaccam
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ms.date: 05/11/2022
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ms.date: 09/06/2022
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ms.custom: contperf-fy21q1, devx-track-python, data4ml, event-tier1-build-2022
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#Customer intent: As an experienced Python developer, I need to make my data in Azure storage available to my remote compute to train my machine learning models.
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> * [v2 (current version)](../how-to-datastore.md)
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[!INCLUDE [sdk v1](../../../includes/machine-learning-sdk-v1.md)]
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[!INCLUDE [cli v1](../../../includes/machine-learning-cli-v1.md)]
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In this article, learn how to connect to data storage services on Azure with Azure Machine Learning datastores and the [Azure Machine Learning Python SDK](/python/api/overview/azure/ml/intro).
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articles/machine-learning/v1/how-to-consume-web-service.md

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> [!TIP]
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> The examples in this document are manually created without the use of OpenAPI (Swagger) specifications. If you've enabled an OpenAPI specification for your deployment, you can use tools such as [swagger-codegen](https://github.com/swagger-api/swagger-codegen) to create client libraries for your service.
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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## Connection information
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> [!NOTE]

articles/machine-learning/v1/how-to-create-attach-compute-cluster.md

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* The [Azure CLI extension for Machine Learning service (v1)](reference-azure-machine-learning-cli.md), [Azure Machine Learning Python SDK](/python/api/overview/azure/ml/intro), or the [Azure Machine Learning Visual Studio Code extension](../how-to-setup-vs-code.md).
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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## What is a compute cluster?
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articles/machine-learning/v1/how-to-create-attach-kubernetes.md

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- An Azure Machine Learning workspace. For more information, see [Create an Azure Machine Learning workspace](../how-to-manage-workspace.md).
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- The [Azure CLI extension for Machine Learning service](reference-azure-machine-learning-cli.md), [Azure Machine Learning Python SDK](/python/api/overview/azure/ml/intro), or the [Azure Machine Learning Visual Studio Code extension](../how-to-setup-vs-code.md).
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- The [Azure CLI extension (v1) for Machine Learning service](reference-azure-machine-learning-cli.md), [Azure Machine Learning Python SDK](/python/api/overview/azure/ml/intro), or the [Azure Machine Learning Visual Studio Code extension](../how-to-setup-vs-code.md).
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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- If you plan on using an Azure Virtual Network to secure communication between your Azure ML workspace and the AKS cluster, your workspace and its associated resources (storage, key vault, Azure Container Registry) must have private endpoints or service endpoints in the same VNET as AKS cluster's VNET. Please follow tutorial [create a secure workspace](../tutorial-create-secure-workspace.md) to add those private endpoints or service endpoints to your VNET.
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articles/machine-learning/v1/how-to-create-manage-compute-instance.md

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* The [Azure CLI extension for Machine Learning service (v1)](reference-azure-machine-learning-cli.md)
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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## Create
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> [!IMPORTANT]

articles/machine-learning/v1/how-to-deploy-azure-container-instance.md

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- The [Azure CLI extension (v1) for Machine Learning service](reference-azure-machine-learning-cli.md), [Azure Machine Learning Python SDK](/python/api/overview/azure/ml/intro), or the [Azure Machine Learning Visual Studio Code extension](../how-to-setup-vs-code.md).
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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- The __Python__ code snippets in this article assume that the following variables are set:
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* `ws` - Set to your workspace.

articles/machine-learning/v1/how-to-deploy-azure-kubernetes-service.md

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- The [Azure CLI extension (v1) for Machine Learning service](reference-azure-machine-learning-cli.md), [Azure Machine Learning Python SDK](/python/api/overview/azure/ml/intro), or the [Azure Machine Learning Visual Studio Code extension](../how-to-setup-vs-code.md).
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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- The __Python__ code snippets in this article assume that the following variables are set:
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* `ws` - Set to your workspace.

articles/machine-learning/v1/how-to-deploy-profile-model.md

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> [!IMPORTANT]
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> This article applies to CLI v1 and SDK v1. This profiling technique is not available for v2 of either CLI or SDK.
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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## Prerequisites
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This article assumes you have trained and registered a model with Azure Machine Learning. See the [sample tutorial here](../how-to-train-scikit-learn.md) for an example of training and registering a scikit-learn model with Azure Machine Learning.

articles/machine-learning/v1/how-to-deploy-update-web-service.md

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In this article, you learn how to update a web service that was deployed with Azure Machine Learning.
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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## Prerequisites
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- This article assumes you have already deployed a web service with Azure Machine Learning. If you need to learn how to deploy a web service, [follow these steps](how-to-deploy-and-where.md).

articles/machine-learning/v1/how-to-secure-inferencing-vnet.md

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For more information on Azure RBAC with networking, see the [Networking built-in roles](../../role-based-access-control/built-in-roles.md#networking)
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[!INCLUDE [cli v1 deprecation](../../../includes/machine-learning-cli-v1-deprecation.md)]
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## Limitations
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### Azure Container Instances

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