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articles/cognitive-services/language-service/conversational-language-understanding/includes/quickstarts/language-studio.md

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ms.service: cognitive-services
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ms.subservice: language-service
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ms.topic: include
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ms.date: 10/26/2022
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ms.date: 05/09/2023
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ms.author: aahi
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ms.custom: ignite-fall-2021
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---
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* Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services).
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> [!div class="nextstepaction"]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Prerequisites" target="_target">I ran into an issue</a>
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## Sign in to Language Studio
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[!INCLUDE [Sign in to Language studio](../language-studio/sign-in-studio.md)]
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> [!div class="nextstepaction"]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Sign-in-to-language-studio" target="_target">I ran into an issue</a>
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## Create a conversational language understanding project
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Once the upload is complete, you will land on **Schema definition** page. For this quickstart, the schema is already built, and utterances are already labeled with intents and entities.
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> [!div class="nextstepaction"]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Create-a-conversational-language-understanding-project" target="_target">I ran into an issue</a>
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## Train your model
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Typically, after you create a project, you should [build a schema](../../how-to/build-schema.md) and [label utterances](../../how-to/tag-utterances.md). For this quickstart, we already imported a ready project with built schema and labeled utterances.
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[!INCLUDE [Train model](../language-studio/train-model.md)]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Train-model" target="_target">I ran into an issue</a>
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## Deploy your model
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Generally after training a model you would review its evaluation details. In this quickstart, you will just deploy your model, and make it available for you to try in Language studio, or you can call the [prediction API](https://aka.ms/clu-apis).
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[!INCLUDE [Deploy model](../language-studio/deploy-model.md)]
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> [!div class="nextstepaction"]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Deploy-model" target="_target">I ran into an issue</a>
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## Test deployed model
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[!INCLUDE [Test model](../language-studio/test-model.md)]
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> [!div class="nextstepaction"]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Test-model" target="_target">I ran into an issue</a>
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## Clean up resources
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[!INCLUDE [Delete project using Language studio](../language-studio/delete-project.md)]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Clean-up-projects" target="_target">I ran into an issue</a>
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articles/cognitive-services/language-service/conversational-language-understanding/includes/quickstarts/rest-api.md

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* Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services).
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Prerequisites" target="_target">I ran into an issue</a>
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[!INCLUDE [create a new resource from the Azure portal](../resource-creation-azure-portal.md)]
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## Get your resource keys and endpoint
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:::image type="content" source="../../../media/azure-portal-resource-credentials.png" alt-text="A screenshot showing the key and endpoint page in the Azure portal" lightbox="../../../media/azure-portal-resource-credentials.png":::
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Get-resource-keys-and-endpoint" target="_target">I ran into an issue</a>
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## Import a new CLU sample project
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Once you have a Language resource created, create a conversational language understanding project. A project is a work area for building your custom ML models based on your data. Your project can only be accessed by you and others who have access to the Language resource being used.
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For this quickstart, you can download [this sample project](https://go.microsoft.com/fwlink/?linkid=2196152) and import it. This project can predict the intended commands from user input, such as: reading emails, deleting emails, and attaching a document to an email.
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### Trigger the import project job
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[!INCLUDE [create and import project](../rest-api/import-project.md)]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Trigger-import-project-job" target="_target">I ran into an issue</a>
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### Get the import job status
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[!INCLUDE [get import project status](../rest-api/get-import-status.md)]
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> [!div class="nextstepaction"]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Get-import-job-status" target="_target">I ran into an issue</a>
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## Start training your model
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Typically, after you create a project, you should [build schema](../../how-to/build-schema.md) and [tag utterances](../../how-to/tag-utterances.md). For this quickstart, we already imported a ready project with built schema and tagged utterances.
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[!INCLUDE [train model](../rest-api/train-model.md)]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Train-model" target="_target">I ran into an issue</a>
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### Get the training job status
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Training may take time to complete - sometimes between 10 and 30 minutes. You can use the following request to keep polling the status of the training job until it is successfully completed.
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[!INCLUDE [get training model status](../rest-api/get-training-status.md)]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Get-training-job-status" target="_target">I ran into an issue</a>
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[!INCLUDE [deploy model](../rest-api/deploy-model.md)]
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### Get deployment job status
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Get-deployment-job-status" target="_target">I ran into an issue</a>
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## Query model
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[!INCLUDE [test model](../rest-api/query-model.md)]
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## Clean up resources
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[!INCLUDE [Delete project](../rest-api/delete-project.md)]
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=REST API&Pillar=Language&Product=Conversational-language-understanding&Page=quickstart&Section=Clean-up-resources" target="_target">I ran into an issue</a>
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articles/cognitive-services/language-service/custom-named-entity-recognition/includes/quickstarts/language-studio.md

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* Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Custom-named-entity-recognition&Page=quickstart&Section=Prerequisites" target="_target">I ran into an issue</a>
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> <a href="https://microsoft.qualtrics.com/jfe/form/SV_0Cl5zkG3CnDjq6O?PLanguage=Language-studio&Pillar=Language&Product=Custom-named-entity-recognition&Page=quickstart&Section=Upload-sample-data-to-blob-container" target="_target">I ran into an issue</a>
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Typically after you create a project, you go ahead and start [tagging the documents](../../how-to/tag-data.md) you have in the container connected to your project. For this quickstart, you have imported a sample tagged dataset and initialized your project with the sample JSON tags file.
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## Deploy your model
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Generally after training a model you would review its [evaluation details](../../how-to/view-model-evaluation.md) and [make improvements](../../how-to/view-model-evaluation.md) if necessary. In this quickstart, you will just deploy your model, and make it available for you to try in Language studio, or you can call the [prediction API](https://aka.ms/ct-runtime-swagger).
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articles/cognitive-services/language-service/custom-named-entity-recognition/includes/quickstarts/rest-api.md

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* Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
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## Extract custom entities
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