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Merge branch 'release-ignite-arcadia' of https://github.com/MicrosoftDocs/azure-docs-pr into release-ignite-arcadia
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articles/automation/automation-send-email.md

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Click <kbd>Deploy to Azure Automation</kbd> on the Azure Automation tab under Installation Options. This action opens up the Azure portal. On the Import page, select your Automation Account and click <kbd>OK</kbd>.
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For additional methods for adding the required modules, see [Import Modules](/azure/automation/shared-resources/modules#import-modules).
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For additional methods for adding the required modules, see [Import Modules](/azure/automation/shared-resources/modules#importing-modules).
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## Create the runbook to send an email
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articles/azure-resource-manager/templates/deployment-tutorial-pipeline.md

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## Prepare a GitHub repository
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GitHub is used to store your project source code including Resource Manager templates. For other supported repositories, see [repositories supported by Azure DevOps](/azure/devops/pipelines/repos/?view=azure-devops#supported-repository-types).
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GitHub is used to store your project source code including Resource Manager templates. For other supported repositories, see [repositories supported by Azure DevOps](/azure/devops/pipelines/repos/?view=azure-devops).
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### Create a GitHub repository
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articles/azure-resource-manager/templates/template-tutorial-use-azure-pipelines.md

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## Prepare a GitHub repository
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GitHub is used to store your project source code including Resource Manager templates. For other supported repositories, see [repositories supported by Azure DevOps](/azure/devops/pipelines/repos/?view=azure-devops#supported-repository-types).
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GitHub is used to store your project source code including Resource Manager templates. For other supported repositories, see [repositories supported by Azure DevOps](/azure/devops/pipelines/repos/?view=azure-devops).
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### Create a GitHub repository
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articles/cognitive-services/Speech-Service/speech-container-faq.md

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| C++ | <a href="https://docs.microsoft.com/en-us/cpp/cognitive-services/speech/speechconfig#fromendpoint" target="_blank">`SpeechConfig::FromEndpoint` <span class="docon docon-navigate-external x-hidden-focus"></span></a> |
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| C# | <a href="https://docs.microsoft.com/dotnet/api/microsoft.cognitiveservices.speech.speechconfig.fromendpoint?view=azure-dotnet" target="_blank">`SpeechConfig.FromEndpoint` <span class="docon docon-navigate-external x-hidden-focus"></span></a> |
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| Java | <a href="https://docs.microsoft.com/java/api/com.microsoft.cognitiveservices.speech.speechconfig.fromendpoint?view=azure-java-stable" target="_blank">`SpeechConfig.fromendpoint` <span class="docon docon-navigate-external x-hidden-focus"></span></a> |
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| Objective-C | <a href="https://docs.microsoft.com/en-us/objectivec/cognitive-services/speech/spxspeechconfiguration#initWithEndpoint" target="_blank">`SPXSpeechConfiguration:initWithEndpoint;` <span class="docon docon-navigate-external x-hidden-focus"></span></a> |
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| Objective-C | <a href="https://docs.microsoft.com/en-us/objectivec/cognitive-services/speech/spxspeechconfiguration#initwithendpoint" target="_blank">`SPXSpeechConfiguration:initWithEndpoint;` <span class="docon docon-navigate-external x-hidden-focus"></span></a> |
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| Python | <a href="https://docs.microsoft.com/python/api/azure-cognitiveservices-speech/azure.cognitiveservices.speech.speechconfig?view=azure-python" target="_blank">`SpeechConfig;` <span class="docon docon-navigate-external x-hidden-focus"></span></a> |
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| JavaScript | Not currently supported, nor is it planned. |
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articles/container-instances/container-instances-faq.md

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description: Answers for frequently asked questions related to the Azure Container Instances service
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author: dkkapur
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ms.topic: article
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ms.date: 01/07/2020
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ms.date: 04/10/2020
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# Frequently asked questions about Azure Container Instances
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#### Windows Server 2019 and client base images (preview)
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* [Nano Server](https://hub.docker.com/_/microsoft-windows-nanoserver): `1809`, `10.0.17763.x`
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* [Windows Server Core](https://hub.docker.com/_/microsoft-windows-servercore): `ltsc2019`, `1809`, `10.0.17763.x`
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* [Windows](https://hub.docker.com/_/microsoft-windows): `1809`, `10.0.17763.x`
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* [Nano Server](https://hub.docker.com/_/microsoft-windows-nanoserver): `1809`, `10.0.17763.914` or earlier
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* [Windows Server Core](https://hub.docker.com/_/microsoft-windows-servercore): `ltsc2019`, `1809`, `10.0.17763.914` or earlier
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* [Windows](https://hub.docker.com/_/microsoft-windows): `1809`, `10.0.17763.914` or earlier
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### What .NET or .NET Core image layer should I use in my container?
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articles/machine-learning/how-to-enable-virtual-network.md

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> [!IMPORTANT]
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> Your storage account, compute cluster, and Azure Container Registry must all be in the same subnet of the virtual network.
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For more information, see the [update()](https://docs.microsoft.com/python/api/azureml-core/azureml.core.workspace.workspace?view=azure-ml-py#update-friendly-name-none--description-none--tags-none--image-build-compute-none-) method reference.
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For more information, see the [update()](https://docs.microsoft.com/python/api/azureml-core/azureml.core.workspace.workspace?view=azure-ml-py#update-friendly-name-none--description-none--tags-none--image-build-compute-none--enable-data-actions-none-) method reference.
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1. If you are using Private Link for your Azure Machine Learning workspace, and put the Azure Container Registry for your workspace in a virtual network, you must also apply the following Azure Resource Manager template. This template enables your workspace to communicate with ACR over the Private Link.
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articles/machine-learning/how-to-use-automated-ml-for-ml-models.md

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Missing feature values imputation |**Passed** <br><br><br> **Done**| No missing feature values were detected in your training data. Learn more about [missing value imputation.](https://docs.microsoft.com/azure/machine-learning/how-to-use-automated-ml-for-ml-models#advanced-featurization-options) <br><br> Missing feature values were detected in your training data and imputed.
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High cardinality feature handling |**Passed** <br><br><br> **Done**| Your inputs were analyzed, and no high cardinality features were detected. Learn more about [high cardinality feature detection.](https://docs.microsoft.com/azure/machine-learning/how-to-use-automated-ml-for-ml-models#advanced-featurization-options) <br><br> High cardinality features were detected in your inputs and were handled.
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Validation split handling |**Done**| *The validation configuration was set to 'auto' and the training data contained **less** than 20,000 rows.* <br> Each iteration of the trained model was validated through cross-validation. Learn more about [validation data.](https://docs.microsoft.com/azure/machine-learning/how-to-configure-auto-train#train-and-validation-data) <br><br> *The validation configuration was set to 'auto' and the training data contained **more** than 20,000 rows.* <br> The input data has been split into a training dataset and a validation dataset for validation of the model.
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Class balancing detection |**Passed** <br><br><br><br> **Alerted** | Your inputs were analyzed, and all classes are balanced in your training data. A dataset is considered balanced if each class has good representation in the dataset, as measured by number and ratio of samples. <br><br><br> Imbalanced classes were detected in your inputs. To fix model bias fix the balancing problem. Learn more about [imbalanced data.](https://docs.microsoft.com/azure/machine-learning/concept-automated-ml#imbalance)
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Class balancing detection |**Passed** <br><br><br><br> **Alerted** | Your inputs were analyzed, and all classes are balanced in your training data. A dataset is considered balanced if each class has good representation in the dataset, as measured by number and ratio of samples. <br><br><br> Imbalanced classes were detected in your inputs. To fix model bias fix the balancing problem. Learn more about [imbalanced data.](https://docs.microsoft.com/azure/machine-learning/concept-manage-ml-pitfalls#identify-models-with-imbalanced-data)
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Memory issues detection |**Passed** <br><br><br><br> **Done** |<br> The selected {horizon, lag, rolling window} value(s) were analyzed, and no potential out-of-memory issues were detected. Learn more about time-series [forecasting configurations.](https://docs.microsoft.com/azure/machine-learning/how-to-auto-train-forecast#configure-and-run-experiment) <br><br><br>The selected {horizon, lag, rolling window} values were analyzed and will potentially cause your experiment to run out of memory. The lag or rolling window configurations have been turned off.
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Frequency detection |**Passed** <br><br><br><br> **Done** |<br> The time series was analyzed and all data points are aligned with the detected frequency. <br> <br> The time series was analyzed and data points that do not align with the detected frequency were detected. These data points were removed from the dataset. Learn more about [data preparation for time-series forecasting.](https://docs.microsoft.com/azure/machine-learning/how-to-auto-train-forecast#preparing-data)
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articles/mariadb/security-baseline.md

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How to configure and manage Azure Policy: https://docs.microsoft.com/azure/governance/policy/tutorials/create-and-manage
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Azure Policy samples for networking: https://docs.microsoft.com/azure/governance/policy/samples/#network
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Azure Policy samples for networking: https://docs.microsoft.com/azure/governance/policy/samples/
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How to create an Azure Blueprint: https://docs.microsoft.com/azure/governance/blueprints/create-blueprint-portal
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articles/mysql/security-baseline.md

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How to configure and manage Azure Policy: https://docs.microsoft.com/azure/governance/policy/tutorials/create-and-manage
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Azure Policy samples for networking: https://docs.microsoft.com/azure/governance/policy/samples/#network
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Azure Policy samples for networking: https://docs.microsoft.com/azure/governance/policy/samples/
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How to create an Azure Blueprint: https://docs.microsoft.com/azure/governance/blueprints/create-blueprint-portal
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articles/postgresql/security-baseline.md

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Azure Policy samples for networking: https://docs.microsoft.com/azure/governance/policy/samples/#network
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Azure Policy samples for networking: https://docs.microsoft.com/azure/governance/policy/samples/
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How to create an Azure Blueprint: https://docs.microsoft.com/azure/governance/blueprints/create-blueprint-portal
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