Broken link fixed

Author: atikmapari

articles/machine-learning/classic/deploy-with-resource-manager-template.md

@@ -99,7 +99,7 @@ Connect-AzAccount
 ```
 This step needs to be repeated for each session. Once authenticated, your subscription information should be displayed.
 
-![Azure Account](/articles/marketplace/media/test-drive/azure-subscriptions.png)
+![Azure Account](/azure/marketplace/media/test-drive/azure-subscriptions.png)
 
 Now that we have access to Azure, we can create the resource group.
 
@@ -137,12 +137,12 @@ Another way to retrieve tokens of existing workspace is to use the Invoke-AzReso
 # List the primary and secondary tokens of all workspaces
 Get-AzResource |? { $_.ResourceType -Like "*MachineLearning/workspaces*"} |ForEach-Object { Invoke-AzResourceAction -ResourceId $_.ResourceId -Action listworkspacekeys -Force}
 ```
-After the workspace is provisioned, you can also automate many Machine Learning Studio (classic) tasks using the [PowerShell Module for Machine Learning Studio (classic)](https://aka.ms/amlps).
+After the workspace is provisioned, you can also automate many Machine Learning Studio (classic) tasks using the [PowerShell Module for Machine Learning Studio (classic)](/previous-versions/azure/machine-learning/classic/powershell-module).
 
 ## Next steps
 
 * Learn more about [authoring Azure Resource Manager Templates](../../azure-resource-manager/templates/syntax.md).
 * Have a look at the [Azure Quickstart Templates Repository](https://github.com/Azure/azure-quickstart-templates).
 * See the [Resource Manager template reference help](/azure/templates/microsoft.machinelearning/allversions)
 
-<!--Link references-->
+<!--Link references-->