[migrate-content] Fix links

Author: Learn-Build-Service

.openpublishing.redirection.json

@@ -0,0 +1,9 @@
+{
+  "redirections": [
+    {
+      "source_path": "articles/ai-studio/how-to/commitment-tier.md",
+      "redirect_url": "/azure/ai-services/commitment-tier.md",
+      "redirect_document_id": false
+    }
+  ]
+}

articles/ai-services/.openpublishing.redirection.ai-services.json

@@ -21,7 +21,7 @@ Learn how to deploy the Azure AI services [Anomaly Detector](../anomaly-detector
 
 * Use an Azure subscription. If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free) before you begin.
 * Install the [Azure CLI](/cli/azure/install-azure-cli).
-* An [IoT Hub](../../../iot-hub/iot-hub-create-through-portal.md) and an [IoT Edge](../../../iot-edge/quickstart-linux.md) device.
+* An [IoT Hub](/azure/iot-hub/iot-hub-create-through-portal) and an [IoT Edge](/azure/iot-edge/quickstart-linux) device.
 
 [!INCLUDE [Create an Azure AI Anomaly Detector resource](../includes/create-anomaly-detector-resource.md)]
 
@@ -54,7 +54,7 @@ Learn how to deploy the Azure AI services [Anomaly Detector](../anomaly-detector
 
 6. Select **Update**
 
-7. Select **Next: Routes** to define your route. You define all messages from all modules to go to Azure IoT Hub. To learn how to declare a route, see [Establish routes in IoT Edge](../../../iot-edge/module-composition.md?view=iotedge-2020-11&preserve-view=true).
+7. Select **Next: Routes** to define your route. You define all messages from all modules to go to Azure IoT Hub. To learn how to declare a route, see [Establish routes in IoT Edge](/azure/iot-edge/module-composition?view=iotedge-2020-11&preserve-view=true).
 
 8. Select **Next: Review + create**. You can preview the JSON file that defines all the modules that get deployed to your IoT Edge device.
 
@@ -64,7 +64,7 @@ Learn how to deploy the Azure AI services [Anomaly Detector](../anomaly-detector
 
 11. Scroll down and see the modules listed. Check that the runtime status is running for your new module. 
 
-To troubleshoot the runtime status of your IoT Edge device, consult the [troubleshooting guide](../../../iot-edge/troubleshoot.md).
+To troubleshoot the runtime status of your IoT Edge device, consult the [troubleshooting guide](/azure/iot-edge/troubleshoot).
 
 ## Test Anomaly Detector on an IoT Edge device
 

articles/ai-services/Anomaly-Detector/How-to/deploy-anomaly-detection-on-iot-edge.md

@@ -165,7 +165,7 @@ AnomalyDetectorClient anomalyDetectorClient = new AnomalyDetectorClientBuilder()
 
 First we need to construct a model request. Make sure that start and end time align with your data source.
 
-To use the Anomaly Detector multivariate APIs, we need to train our own model before using detection. Data used for training is a batch of time series, each time series should be in a CSV file with only two columns, **"timestamp"** and **"value"**(the column names should be exactly the same). Each CSV file should be named after each variable for the time series. All of the time series should be zipped into one zip file and be uploaded to [Azure Blob storage](../../../../storage/blobs/storage-blobs-introduction.md#blobs), and there's no requirement for the zip file name. Alternatively, an extra meta.json file can be included in the zip file if you wish the name of the variable to be different from the .zip file name. Once we generate [blob SAS (Shared access signatures) URL](../../../../storage/common/storage-sas-overview.md), we can use the url to the zip file for training.
+To use the Anomaly Detector multivariate APIs, we need to train our own model before using detection. Data used for training is a batch of time series, each time series should be in a CSV file with only two columns, **"timestamp"** and **"value"**(the column names should be exactly the same). Each CSV file should be named after each variable for the time series. All of the time series should be zipped into one zip file and be uploaded to [Azure Blob storage](/azure/storage/blobs/storage-blobs-introduction#blobs), and there's no requirement for the zip file name. Alternatively, an extra meta.json file can be included in the zip file if you wish the name of the variable to be different from the .zip file name. Once we generate [blob SAS (Shared access signatures) URL](/azure/storage/common/storage-sas-overview), we can use the url to the zip file for training.
 
 ```java
 Path path = Paths.get("test-data.csv");

articles/ai-services/Anomaly-Detector/includes/quickstarts/anomaly-detector-client-library-java-multivariate.md

@@ -54,7 +54,7 @@ In this section, you'll create the following resources in the Azure portal:
 
 * Create a key vault and configure secrets and access
     1. Create a [key vault](https://portal.azure.com/#create/Microsoft.KeyVault) in the Azure portal.
-    2. Go to Key Vault > Access policies, and grant the [Azure Synapse workspace](../../../data-factory/data-factory-service-identity.md?context=%2fazure%2fsynapse-analytics%2fcontext%2fcontext&tabs=synapse-analytics) permission to read secrets from Azure Key Vault.
+    2. Go to Key Vault > Access policies, and grant the [Azure Synapse workspace](/azure/data-factory/data-factory-service-identity?context=%2fazure%2fsynapse-analytics%2fcontext%2fcontext&tabs=synapse-analytics) permission to read secrets from Azure Key Vault.
 
         ![A screenshot of granting permission to Synapse.](../media/multivariate-anomaly-detector-synapse/grant-synapse-permission.png)
 
@@ -265,7 +265,7 @@ If you have the need to run training code and inference code in separate noteboo
 
 ### About Synapse
 
-* Quick start: [Configure prerequisites for using Azure AI services in Azure Synapse Analytics](../../../synapse-analytics/machine-learning/tutorial-configure-cognitive-services-synapse.md#create-a-key-vault-and-configure-secrets-and-access).
+* Quick start: [Configure prerequisites for using Azure AI services in Azure Synapse Analytics](/azure/synapse-analytics/machine-learning/tutorial-configure-cognitive-services-synapse#create-a-key-vault-and-configure-secrets-and-access).
 * Visit [SynpaseML new website](https://microsoft.github.io/SynapseML/) for the latest docs, demos, and examples.
-* Learn more about [Synapse Analytics](../../../synapse-analytics/index.yml).
+* Learn more about [Synapse Analytics](/azure/synapse-analytics/).
 * Read about the [SynapseML v0.9.5 release](https://github.com/microsoft/SynapseML/releases/tag/v0.9.5) on GitHub.

articles/ai-services/Anomaly-Detector/tutorials/multivariate-anomaly-detection-synapse.md

@@ -127,7 +127,7 @@ Bot framework provides [several tools](https://github.com/microsoft/botbuilder-t
 ## Next steps
 
 * Learn about the common [HTTP error codes](luis-reference-response-codes.md)
-* [Reference documentation](../../index.yml) for all APIs and SDKs
+* [Reference documentation](/azure/) for all APIs and SDKs
 * [Bot framework](https://github.com/Microsoft/botbuilder-dotnet) and [Azure AI Bot Service](https://dev.botframework.com/)
 * [LUDown](https://github.com/microsoft/botbuilder-tools/blob/master/packages/Ludown)
 * [Cognitive Containers](../cognitive-services-container-support.md)

articles/ai-services/LUIS/developer-reference-resource.md

@@ -55,13 +55,13 @@ To learn how to use customer-managed keys with Azure Key Vault for Azure AI serv
 
 - [Configure customer-managed keys with Key Vault for Azure AI services encryption from the Azure portal](../Encryption/cognitive-services-encryption-keys-portal.md)
 
-Enabling customer managed keys will also enable a system assigned managed identity, a feature of Microsoft Entra ID. Once the system assigned managed identity is enabled, this resource will be registered with Microsoft Entra ID. After being registered, the managed identity will be given access to the Key Vault selected during customer managed key setup. You can learn more about [Managed Identities](../../active-directory/managed-identities-azure-resources/overview.md).
+Enabling customer managed keys will also enable a system assigned managed identity, a feature of Microsoft Entra ID. Once the system assigned managed identity is enabled, this resource will be registered with Microsoft Entra ID. After being registered, the managed identity will be given access to the Key Vault selected during customer managed key setup. You can learn more about [Managed Identities](/azure/active-directory/managed-identities-azure-resources/overview).
 
 > [!IMPORTANT]
 > If you disable system assigned managed identities, access to the key vault will be removed and any data encrypted with the customer keys will no longer be accessible. Any features depended on this data will stop working.
 
 > [!IMPORTANT]
-> Managed identities do not currently support cross-directory scenarios. When you configure customer-managed keys in the Azure portal, a managed identity is automatically assigned under the covers. If you subsequently move the subscription, resource group, or resource from one Microsoft Entra directory to another, the managed identity associated with the resource is not transferred to the new tenant, so customer-managed keys may no longer work. For more information, see **Transferring a subscription between Microsoft Entra directories** in [FAQs and known issues with managed identities for Azure resources](../../active-directory/managed-identities-azure-resources/known-issues.md#transferring-a-subscription-between-azure-ad-directories).  
+> Managed identities do not currently support cross-directory scenarios. When you configure customer-managed keys in the Azure portal, a managed identity is automatically assigned under the covers. If you subsequently move the subscription, resource group, or resource from one Microsoft Entra directory to another, the managed identity associated with the resource is not transferred to the new tenant, so customer-managed keys may no longer work. For more information, see **Transferring a subscription between Microsoft Entra directories** in [FAQs and known issues with managed identities for Azure resources](/azure/active-directory/managed-identities-azure-resources/known-issues#transferring-a-subscription-between-azure-ad-directories).  
 
 ### Store customer-managed keys in Azure Key Vault
 

articles/ai-services/LUIS/encrypt-data-at-rest.md

@@ -25,11 +25,11 @@ LUIS provides ways to manipulate the utterance before or during the prediction.
 
 Preprocess text for spelling corrections before you send the utterance to LUIS. Use example utterances with the correct spelling to ensure you get the correct predictions.
 
-Use [Bing Spell Check](../../cognitive-services/bing-spell-check/overview.md) to correct text before sending it to LUIS.
+Use [Bing Spell Check](/azure/cognitive-services/bing-spell-check/overview) to correct text before sending it to LUIS.
 
 ### Prior to V3 runtime
 
-LUIS uses [Bing Spell Check API V7](../../cognitive-services/bing-spell-check/overview.md) to correct spelling errors in the utterance. LUIS needs the key associated with that service. Create the key, then add the key as a querystring parameter at the [endpoint](/rest/api/luis/operation-groups).
+LUIS uses [Bing Spell Check API V7](/azure/cognitive-services/bing-spell-check/overview) to correct spelling errors in the utterance. LUIS needs the key associated with that service. Create the key, then add the key as a querystring parameter at the [endpoint](/rest/api/luis/operation-groups).
 
 The endpoint requires two params for spelling corrections to work:
 

articles/ai-services/LUIS/luis-concept-data-alteration.md

@@ -223,7 +223,7 @@ When you unassign a resource, it's not deleted from Azure. It's only unlinked fr
 An Azure resource, like a LUIS resource, is owned by the subscription that contains the resource.
 
 To change the ownership of a resource, you can take one of these actions:
-* Transfer the [ownership](../../cost-management-billing/manage/billing-subscription-transfer.md) of your subscription.
+* Transfer the [ownership](/azure/cost-management-billing/manage/billing-subscription-transfer) of your subscription.
 * Export the LUIS app as a file, and then import the app on a different subscription. Export is available on the **My apps** page in the LUIS portal.
 
 ## Resource limits
@@ -304,8 +304,8 @@ An app is defined by its Azure resources, which are determined by the owner's su
 
 You can move your LUIS app. Use the following resources to help you do so by using the Azure portal or Azure CLI:
 
-* [Move a resource to a new resource group or subscription](../../azure-resource-manager/management/move-resource-group-and-subscription.md)
-* [Move a resource within the same subscription or across subscriptions](../../azure-resource-manager/management/move-limitations/app-service-move-limitations.md)
+* [Move a resource to a new resource group or subscription](/azure/azure-resource-manager/management/move-resource-group-and-subscription)
+* [Move a resource within the same subscription or across subscriptions](/azure/azure-resource-manager/management/move-limitations/app-service-move-limitations)
 
 
 ## Next steps

articles/ai-services/LUIS/luis-how-to-azure-subscription.md

@@ -23,7 +23,7 @@ An app owner can add contributors to apps. These contributors can modify the mod
 
 You have migrated if your LUIS authoring experience is tied to an Authoring resource on the **Manage -> Azure resources** page in the LUIS portal.
 
-In the Azure portal, find your Language Understanding (LUIS) authoring resource. It has the type `LUIS.Authoring`. In the resource's **Access Control (IAM)** page, add the role of **contributor** for the user that you want to contribute. For detailed steps, see [Assign Azure roles using the Azure portal](../../role-based-access-control/role-assignments-portal.yml).
+In the Azure portal, find your Language Understanding (LUIS) authoring resource. It has the type `LUIS.Authoring`. In the resource's **Access Control (IAM)** page, add the role of **contributor** for the user that you want to contribute. For detailed steps, see [Assign Azure roles using the Azure portal](/azure/role-based-access-control/role-assignments-portal).
 
 ## View the app as a contributor
 
@@ -41,7 +41,7 @@ If you add contributors to a LUIS app, you are specifying the exact email addres
 
 ### Microsoft Entra resources
 
-If you use [Microsoft Entra ID](../../active-directory/index.yml) (Microsoft Entra ID) in your organization, Language Understanding (LUIS) needs permission to the information about your users' access when they want to use LUIS. The resources that LUIS requires are minimal.
+If you use [Microsoft Entra ID](/azure/active-directory/) (Microsoft Entra ID) in your organization, Language Understanding (LUIS) needs permission to the information about your users' access when they want to use LUIS. The resources that LUIS requires are minimal.
 
 You see the detailed description when you attempt to sign up with an account that has admin consent or does not require admin consent, such as administrator consent:
 
@@ -65,7 +65,7 @@ If the tenant admin only wants certain users to use LUIS, there are a couple of
 * A second solution is to use the [Microsoft Entra identity and access management API in Microsoft Graph](/graph/azuread-identity-access-management-concept-overview) to provide consent to each specific user.
 
 Learn more about Microsoft Entra users and consent:
-* [Restrict your app](../../active-directory/develop/howto-restrict-your-app-to-a-set-of-users.md) to a set of users
+* [Restrict your app](/azure/active-directory/develop/howto-restrict-your-app-to-a-set-of-users) to a set of users
 
 ## Next steps