Changed second 10 files of broken internal links.

Author: DennisLee-DennisLee

articles/azure-functions/functions-monitoring.md

@@ -188,7 +188,7 @@ If you write logs in your function code, their category is "Function".
 
 ### Log levels
 
-The Azure functions logger also includes a *log level* with every log. [LogLevel](https://docs.microsoft.com/aspnet/core/api/microsoft.extensions.logging.loglevel#Microsoft_Extensions_Logging_LogLevel) is an enumeration, and the integer code indicates relative importance:
+The Azure functions logger also includes a *log level* with every log. <xref:Microsoft.Extensions.Logging.LogLevel> is an enumeration, and the integer code indicates relative importance:
 
 |LogLevel    |Code|
 |------------|---|

articles/container-registry/container-registry-tasks-multi-step.md

@@ -87,7 +87,7 @@ See [task examples][task-examples] for complete multi-step task YAML files and D
 
 Tasks support both manual execution, called a "quick run," and automated execution on Git commit or base image update.
 
-To run a task, you first define the task's steps in a YAML file, then execute the Azure CLI command [az acr run][az-acr-run].
+To run a task, you first define the task's steps in a YAML file, then execute the Azure CLI command [az acr run][/cli/azure/acr#az-acr-run].
 
 Here's an example Azure CLI command that runs a task using a sample task YAML file. Its steps build and then push an image. Update `\<acrName\>` with the name of your own Azure container registry before running the command.
 

articles/cosmos-db/faq.md

@@ -356,10 +356,10 @@ Yes, the Table API leverages the platform of Azure Cosmos DB for backups. Backup
 
 
 ### Does the Table API index all attributes of an entity by default?
-Yes, all attributes of an entity are indexed by default. For more information, see [Azure Cosmos DB: Indexing policies](indexing-policies.md). 
+Yes, all attributes of an entity are indexed by default. For more information, see [Azure Cosmos DB: Indexing policies](index-policy.md). 
 
 ### Does this mean I do not have to create multiple indexes to satisfy the queries? 
-Yes, Azure Cosmos DB Table API provides automatic indexing of all attributes without any schema definition. This automation frees developers to focus on the application rather than on index creation and management. For more information, see [Azure Cosmos DB: Indexing policies](indexing-policies.md).
+Yes, Azure Cosmos DB Table API provides automatic indexing of all attributes without any schema definition. This automation frees developers to focus on the application rather than on index creation and management. For more information, see [Azure Cosmos DB: Indexing policies](index-policy.md).
 
 ### Can I change the indexing policy?
 Yes, you can change the indexing policy by providing the index definition. For more information, see [Azure Cosmos DB capabilities](../cosmos-db/tutorial-develop-table-dotnet.md#azure-cosmos-db-capabilities). You need to properly encode and escape the settings. 
@@ -679,10 +679,10 @@ The Azure Cosmos DB Cassandra API borrows from the globally distributed platform
 You can add as many regions as you want for the account and control where it can fail over to by providing a failover priority. To use the database, you need to provide an application there too. When you do so, your customers will not experience downtime. 
 
 ### Does the Apache Cassandra API index all attributes of an entity by default?
-Yes, all attributes of an entity are indexed by default by Azure Cosmos DB. For more information, see [Azure Cosmos DB: Indexing policies](indexing-policies.md). You get benefits of guaranteed performance with consistent indexing and durable quorum committed writes always. 
+Yes, all attributes of an entity are indexed by default by Azure Cosmos DB. For more information, see [Azure Cosmos DB: Indexing policies](index-policy.md). You get benefits of guaranteed performance with consistent indexing and durable quorum committed writes always. 
 
 ### Does this mean I do not have to create multiple indexes to satisfy the queries? 
-Yes, Azure Cosmos DB provides automatic indexing of all attributes without any schema definition. This automation frees developers to focus on the application rather than on index creation and management. For more information, see [Azure Cosmos DB: Indexing policies](indexing-policies.md).
+Yes, Azure Cosmos DB provides automatic indexing of all attributes without any schema definition. This automation frees developers to focus on the application rather than on index creation and management. For more information, see [Azure Cosmos DB: Indexing policies](index-policy.md).
 
 ### Can I use the new Cassandra API SDK locally with the emulator?
 We plan to support this capability in future. 

articles/cosmos-db/import-data.md

@@ -509,9 +509,7 @@ The policy templates the tool provides are:
 ![Screenshot of Azure Cosmos DB Indexing Policy advanced options](./media/import-data/indexingpolicy2.png)
 
 > [!NOTE]
-> If you do not specify an indexing policy, then the default policy is applied. For more information about indexing policies, see [Azure Cosmos DB indexing policies](indexing-policies.md).
-> 
-> 
+> If you do not specify an indexing policy, then the default policy is applied. For more information about indexing policies, see [Azure Cosmos DB indexing policies](index-policy.md).
 
 ## Export to JSON file
 The Azure Cosmos DB JSON exporter allows you to export any of the available source options to a JSON file that contains an array of JSON documents. The tool handles the export for you, or you can choose to view the resulting migration command and run the command yourself. The resulting JSON file may be stored locally or in Azure Blob storage.

articles/cosmos-db/use-metrics.md

@@ -58,7 +58,7 @@ In Azure Cosmos DB, the total consumed storage is the combination of both the Da
 ResourceResponse<DocumentCollection> collectionInfo = await client.ReadDocumentCollectionAsync(UriFactory.CreateDocumentCollectionUri("db", "coll")); 
  Console.WriteLine("Document size quota: {0}, usage: {1}", collectionInfo.DocumentQuota, collectionInfo.DocumentUsage);
 ``` 
-If you would like to conserve index space, you can adjust the [indexing policy](./indexing-policies.md).
+If you would like to conserve index space, you can adjust the [indexing policy](index-policy.md).
 
 ## Debugging why queries are running slow
 

articles/machine-learning/desktop-workbench/how-to-build-deploy-text-classification-models.md

@@ -433,7 +433,7 @@ Typically, you set the parameters before you fit a model.
 
 The following code samples show you how to train the model using the default pipeline and model parameters. 
 
-To see what parameters are included for "text_word_ngrams", use [get_step_param_names_by_name](https://docs.microsoft.com/python/api/tatk.core.base_text_model.basetextmodel). This function returns the parameters such as lowercase, input_col, output_col and so on. 
+To see what parameters are included for "text_word_ngrams", use [get_step_param_names_by_name](/python/api/msft-tatk/tatk.core.base_text_model.basetextmodel#get-step-param-names-by-name). This function returns the parameters such as lowercase, input_col, output_col and so on. 
 
 ```python
 text_classifier.get_step_param_names_by_name("text_word_ngrams")
@@ -622,7 +622,7 @@ Apply the trained text classifier on the test dataset to generate class predicti
 </div>
 
 ## Evaluate model performance
-The [evaluation module](https://docs.microsoft.com/python/api/tatk.evaluation) evaluates the accuracy of the trained text classifier on the test dataset. The evaluate function generates a confusion matrix and provides a macro-F1 score.
+The [evaluation module](/python/api/msft-tatk/tatk.evaluation) evaluates the accuracy of the trained text classifier on the test dataset. The evaluate function generates a confusion matrix and provides a macro-F1 score.
 
 ```python
  text_classifier.evaluate(df_test)          

articles/marketplace/cloud-partner-portal-orig/cloud-partner-portal-manage-publisher-profile.md

@@ -65,7 +65,7 @@ on your publisher profile page.
 >[!NOTE]
 >Dev Center Account registration is mandatory for publishing paid market place SKU’s.
 
-If you do not have a [Developer Center Account](https://docs.microsoft.com/azure/marketplace-publishing/marketplace-publishing-accounts-creation-registration.md), 
+If you do not have a [Developer Center Account](~/articles/marketplace-publishing/marketplace-publishing-accounts-creation-registration.md),
 you can create one and add the registered email address as one of the
 owners on the Cloud Partner Portal for your offer. An owner can only add
 the registered email address to your publishing profile from the

articles/sql-data-warehouse/create-data-warehouse-powershell.md

@@ -40,10 +40,10 @@ To see which subscription you are using, run [Get-AzureRmSubscription](/powershe
 Get-AzureRmSubscription
 ```
 
-If you need to use a different subscription than the default, run [Select-AzureRmSubscription](/powershell/module/azurerm.profile/select-azurermsubscription).
+If you need to use a different subscription than the default, run [Set-AzureRmContext](/powershell/module/azurerm.profile/set-azurermcontext).
 
 ```powershell
-Select-AzureRmSubscription -SubscriptionName "MySubscription"
+Set-AzureRmContext -SubscriptionName "MySubscription"
 ```
 
 

articles/virtual-machine-scale-sets/quick-create-powershell.md

@@ -81,7 +81,7 @@ Update-AzureRmVmss `
 
 ## Allow traffic to application
 
- To allow access to the basic web application, create a network security group with [New-AzureRmNetworkSecurityRuleConfig](/powershell/module/azurerm.compute/new-azurermnetworksecurityruleconfig) and [New-AzureRmNetworkSecurityGroup](/powershell/module/azurerm.compute/new-azurermnetworksecuritygroup). For more information, see [Networking for Azure virtual machine scale sets](virtual-machine-scale-sets-networking.md).
+ To allow access to the basic web application, create a network security group with [New-AzureRmNetworkSecurityRuleConfig](/powershell/module/azurerm.network/new-azurermnetworksecurityruleconfig) and [New-AzureRmNetworkSecurityGroup](/powershell/module/azurerm.network/new-azurermnetworksecuritygroup). For more information, see [Networking for Azure virtual machine scale sets](virtual-machine-scale-sets-networking.md).
 
  ```azurepowershell-interactive
  # Get information about the scale set

articles/virtual-network/create-peering-different-deployment-models.md

@@ -77,7 +77,7 @@ You can use the [Azure portal](#portal), the Azure [command-line interface](#cli
 
 ## <a name="cli"></a>Create peering - Azure CLI
 
-Complete the following steps using the Azure classic CLI and the Azure CLI. You can complete the steps from the Azure Cloud Shell, by just selecting the **Try it** button in any of the following steps, or by installing the [classic CLI](/cli/azure/install-cli-version-1.0.md?toc=%2fazure%2fvirtual-network%2ftoc.json) and [CLI](/cli/azure/install-azure-cli.md?toc=%2fazure%2fvirtual-network%2ftoc.json) and running the commands on your local computer.
+Complete the following steps using the Azure classic CLI and the Azure CLI. You can complete the steps from the Azure Cloud Shell, by just selecting the **Try it** button in any of the following steps, or by installing the [classic CLI](/cli/azure/install-cli-version-1.0?toc=%2fazure%2fvirtual-network%2ftoc.json) and [CLI](/cli/azure/install-azure-cli?toc=%2fazure%2fvirtual-network%2ftoc.json) and running the commands on your local computer.
 
 1. If using the Cloud Shell, skip to step 2, because the Cloud Shell automatically signs you in to Azure. Open a command session and sign in to Azure using the `azure login` command.
 2. Run the CLI in Service Management mode by entering the `azure config mode asm` command.