AzureLinkBugs: 10 articles fixed links

Author: craigcaseyMSFT

articles/api-management/api-management-howto-create-or-invite-developers.md

@@ -17,7 +17,7 @@ ms.author: apimpm
 
 ---
 # How to manage user accounts in Azure API Management
-In API Management, developers are the users of the APIs that you expose using API Management. This guide shows to how to create and invite developers to use the APIs and products that you make available to them with your API Management instance. For information on managing user accounts programmatically, see the [User entity](https://msdn.microsoft.com/library/azure/dn776330.aspx) documentation in the [API Management REST](https://msdn.microsoft.com/library/azure/dn776326.aspx) reference.
+In API Management, developers are the users of the APIs that you expose using API Management. This guide shows to how to create and invite developers to use the APIs and products that you make available to them with your API Management instance. For information on managing user accounts programmatically, see the [User entity](https://docs.microsoft.com/rest/api/apimanagement/apimanagementrest/azure-api-management-rest-api-user-entity) documentation in the [API Management REST](https://msdn.microsoft.com/library/azure/dn776326.aspx) reference.
 
 ## Prerequisites
 
@@ -62,7 +62,7 @@ To block a user, follow the following steps.
 
 ## Reset a user password
 
-To programmatically work with user accounts, see the [User entity](https://msdn.microsoft.com/library/azure/dn776330.aspx) documentation in the [API Management REST](https://msdn.microsoft.com/library/azure/dn776326.aspx) reference. To reset a user account password to a specific value, you can use the [Update a user](https://msdn.microsoft.com/library/azure/dn776330.aspx#UpdateUser) operation and specify the desired password.
+To programmatically work with user accounts, see the [User entity](https://docs.microsoft.com/rest/api/apimanagement/apimanagementrest/azure-api-management-rest-api-user-entity) documentation in the [API Management REST](https://msdn.microsoft.com/library/azure/dn776326.aspx) reference. To reset a user account password to a specific value, you can use the [Update a user](https://docs.microsoft.com/rest/api/apimanagement/apimanagementrest/azure-api-management-rest-api-user-entity#UpdateUser) operation and specify the desired password.
 
 ## <a name="next-steps"> </a>Next steps
 Once a developer account is created, you can associate it with roles and subscribe it to products and APIs. For more information, see [How to create and use groups][How to create and use groups].

articles/api-management/api-management-howto-setup-delegation.md

@@ -171,7 +171,7 @@ For more information on delegation, see the following video:
 [Delegating product subscription]: #delegate-product-subscription
 [request a single-sign-on (SSO) token]: https://docs.microsoft.com/rest/api/apimanagement/User/GenerateSsoUrl
 [create a user]: https://docs.microsoft.com/rest/api/apimanagement/user/createorupdate
-[calling the REST API for product subscription]: http://go.microsoft.com/fwlink/?LinkId=507655#SSO
+[calling the REST API for product subscription]: https://docs.microsoft.com/rest/api/apimanagement/productsubscriptions
 [Next steps]: #next-steps
 [example code provided below]: #delegate-example-code
 

articles/batch/batch-linux-nodes.md

@@ -349,10 +349,10 @@ The [Azure Batch Forum][forum] on MSDN is a great place to discuss Batch and ask
 [rest_add_pool]: https://msdn.microsoft.com/library/azure/dn820174.aspx
 [py_account_ops]: http://azure-sdk-for-python.readthedocs.org/en/dev/ref/azure.batch.operations.html#azure.batch.operations.AccountOperations
 [py_azure_sdk]: https://pypi.python.org/pypi/azure
-[py_batch_docs]: http://azure-sdk-for-python.readthedocs.org/en/dev/ref/azure.batch.html
+[py_batch_docs]: https://azure-sdk-for-python.readthedocs.io/batch.html
 [py_batch_package]: https://pypi.python.org/pypi/azure-batch
-[py_computenodeuser]: http://azure-sdk-for-python.readthedocs.org/en/dev/ref/azure.batch.models.html#azure.batch.models.ComputeNodeUser
-[py_imagereference]: http://azure-sdk-for-python.readthedocs.org/en/dev/ref/azure.batch.models.html#azure.batch.models.ImageReference
+[py_computenodeuser]: https://docs.microsoft.com/python/api/azure.batch.models.computenodeuser
+[py_imagereference]: https://docs.microsoft.com/python/api/azure.mgmt.batch.models.imagereference
 [py_list_skus]: http://azure-sdk-for-python.readthedocs.org/en/dev/ref/azure.batch.operations.html#azure.batch.operations.AccountOperations.list_node_agent_skus
 [vm_marketplace]: https://azure.microsoft.com/marketplace/virtual-machines/
 [vm_pricing]: https://azure.microsoft.com/pricing/details/virtual-machines/

articles/cloud-services/cloud-services-python-ptvs.md

@@ -358,7 +358,7 @@ For more details about using Azure services from your web and worker roles, such
 
 [Python Tools for Visual Studio]: http://aka.ms/ptvs
 [Python Tools for Visual Studio Documentation]: http://aka.ms/ptvsdocs
-[Cloud Service Projects]: http://go.microsoft.com/fwlink/?LinkId=624028
+[Cloud Service Projects]: https://docs.microsoft.com/visualstudio/python/python-azure-cloud-service-project-template
 [Azure SDK Tools for VS 2013]: http://go.microsoft.com/fwlink/?LinkId=746482
 [Azure SDK Tools for VS 2015]: http://go.microsoft.com/fwlink/?LinkId=746481
 [Azure SDK Tools for VS 2017]: http://go.microsoft.com/fwlink/?LinkId=746483

articles/iot-accelerators/iot-accelerators-time-series-insights.md

@@ -140,4 +140,4 @@ The Time Series Insights explorer is a web app that helps you create visualizati
 
 ## Next Steps
 
-To learn about how to explore and query data in the Time Series Insights explorer, see [Azure Time Series Insights explorer](https://docs.microsoft.com/azure/time-series-insights/time-series-insights-dashboard.png).
+To learn about how to explore and query data in the Time Series Insights explorer, see [Azure Time Series Insights explorer](https://docs.microsoft.com/azure/time-series-insights/time-series-insights-explorer).

articles/machine-learning/service/how-to-build-deploy-image-classification-models.md

@@ -29,7 +29,7 @@ When building and deploying this model with AMLPCV, you go through the following
 7. Web service Deployment
 8. Web service Load Testing
 
-[CNTK](https://www.microsoft.com/cognitive-toolkit/) is used as the deep learning framework, training is performed locally on a GPU powered machine such as the ([Deep learning Data Science VM](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-ads.dsvm-deep-learning?tab=Overview)), and deployment uses the Azure ML Operationalization CLI.
+[CNTK](https://www.microsoft.com/en-us/cognitive-toolkit/) is used as the deep learning framework, training is performed locally on a GPU powered machine such as the ([Deep learning Data Science VM](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-ads.dsvm-deep-learning?tab=Overview)), and deployment uses the Azure ML Operationalization CLI.
 
 Consult the [package reference documentation](https://aka.ms/aml-packages/vision) for the detailed reference for each module and class.
 

articles/marketplace-publishing/marketplace-publishing-solution-template-creation.md

@@ -58,7 +58,7 @@ Now that you created your solution template and uploaded the zip file, please fo
 You might also be interested in these related articles:
 
 * VM images: [About Virtual Machine Images in Azure](https://msdn.microsoft.com/library/azure/dn790290.aspx)
-* VM extensions: [VM Agent and VM Extensions Overview](https://msdn.microsoft.com/library/azure/dn832621.aspx) and [Azure VM Extensions and Features](https://msdn.microsoft.com/library/azure/dn606311.aspx)
+* VM extensions: [VM Agent and VM Extensions Overview](https://msdn.microsoft.com/library/azure/dn832621.aspx) and [Azure VM Extensions and Features](https://docs.microsoft.com/azure/virtual-machines/extensions/features-windows)
 * Azure Resource Manager: [Authoring Azure Resource Manager Templates](../azure-resource-manager/resource-group-authoring-templates.md) and [Simple Template Examples](https://github.com/rjmax/ArmExamples)
 * Storage account throttles: [How to Monitor for Storage Account Throttling](http://blogs.msdn.com/b/mast/archive/2014/08/02/how-to-monitor-for-storage-account-throttling.aspx) and [Premium storage](../virtual-machines/windows/premium-storage.md#scalability-and-performance-targets)
 

articles/security/azure-threat-detection.md

@@ -417,7 +417,7 @@ Web Application Firewall inspects inbound web traffic and blocks SQL injections,
 
 Following are example of Web Application firewalls available in Azure Market Place:
 
-[Barracuda Web Application Firewall, Brocade Virtual Web Application Firewall (Brocade vWAF), Imperva SecureSphere & The ThreatSTOP IP Firewall.](https://azure.microsoft.com/marketplace/partners/brocade_communications/brocade-virtual-web-application-firewall-templatevtmcluster/)
+[Barracuda Web Application Firewall, Brocade Virtual Web Application Firewall (Brocade vWAF), Imperva SecureSphere & The ThreatSTOP IP Firewall.](https://azuremarketplace.microsoft.com/marketplace/apps/barracudanetworks.waf)
 
 ## Next Steps
 

articles/service-bus-messaging/service-bus-faq.md

@@ -13,7 +13,7 @@ ms.author: sethm
 ---
 # Service Bus FAQ
 
-This article discusses some frequently asked questions about Microsoft Azure Service Bus. You can also visit the [Azure Support FAQs](http://go.microsoft.com/fwlink/?LinkID=185083) for general Azure pricing and support information.
+This article discusses some frequently asked questions about Microsoft Azure Service Bus. You can also visit the [Azure Support FAQs](https://azure.microsoft.com/en-us/support/faq/) for general Azure pricing and support information.
 
 ## General questions about Azure Service Bus
 ### What is Azure Service Bus?
@@ -52,7 +52,7 @@ This section answers some frequently asked questions about the Service Bus prici
 
 The [Service Bus pricing and billing](service-bus-pricing-billing.md) article explains the billing meters in Service Bus. For specific information about Service Bus pricing options, see [Service Bus pricing details](https://azure.microsoft.com/pricing/details/service-bus/).
 
-You can also visit the [Azure Support FAQs](http://go.microsoft.com/fwlink/?LinkID=185083) for general Azure pricing information. 
+You can also visit the [Azure Support FAQs](https://azure.microsoft.com/en-us/support/faq/) for general Azure pricing information. 
 
 ### How do you charge for Service Bus?
 For complete information about Service Bus pricing, see [Service Bus pricing details][Pricing overview]. In addition to the prices noted, you are charged for associated data transfers for egress outside of the data center in which your application is provisioned.

articles/virtual-machine-scale-sets/virtual-machine-scale-sets-deploy-app.md

@@ -87,7 +87,7 @@ If the upgrade policy on your scale set is *manual*, update your VM instances wi
 
 
 ## Install an app to a Linux VM with cloud-init
-[Cloud-init](https://cloudinit.readthedocs.io/latest/) is a widely used approach to customize a Linux VM as it boots for the first time. You can use cloud-init to install packages and write files, or to configure users and security. As cloud-init runs during the initial boot process, there are no additional steps or required agents to apply your configuration.
+[Cloud-init](https://cloudinit.readthedocs.io/en/latest/index.html) is a widely used approach to customize a Linux VM as it boots for the first time. You can use cloud-init to install packages and write files, or to configure users and security. As cloud-init runs during the initial boot process, there are no additional steps or required agents to apply your configuration.
 
 Cloud-init also works across distributions. For example, you don't use **apt-get install** or **yum install** to install a package. Instead you can define a list of packages to install. Cloud-init automatically uses the native package management tool for the distro you select.