new solution architecture section

Author: b-ahibbard

articles/azure-netapp-files/azure-netapp-files-solution-architectures.md

@@ -12,7 +12,7 @@ ms.service: azure-netapp-files
 ms.workload: storage
 ms.tgt_pltfrm: na
 ms.topic: conceptual
-ms.date: 08/19/2022
+ms.date: 08/29/2022
 ms.author: anfdocs
 ---
 # Solution architectures using Azure NetApp Files
@@ -57,7 +57,6 @@ This section provides references for solutions for Linux OSS applications and da
 *	[Cloudera Machine Learning](https://docs.cloudera.com/machine-learning/cloud/requirements-azure/topics/ml-requirements-azure.html)
 *	[Distributed training in Azure: Lane detection - Solution design](https://www.netapp.com/media/32427-tr-4896-design.pdf)
 *	[Distributed training in Azure: Click-Through Rate Prediction – Solution design](https://docs.netapp.com/us-en/netapp-solutions/ai/aks-anf_introduction.html)
-*   [How to use Azure Machine Learning with Azure NetApp Files](https://github.com/csiebler/azureml-with-azure-netapp-files)
 
 ### Education
 
@@ -219,6 +218,11 @@ This section provides solutions for Azure platform services.
 * [Protecting applications on private Azure Kubernetes Service clusters with Astra Control Service](https://techcommunity.microsoft.com/t5/azure-architecture-blog/protecting-applications-on-private-azure-kubernetes-service/ba-p/3289422)
 * [Providing Disaster Recovery to CloudBees-Jenkins in AKS with Astra Control Service](https://techcommunity.microsoft.com/t5/azure-architecture-blog/providing-disaster-recovery-to-cloudbees-jenkins-in-aks-with/ba-p/3553412)
 
+### Azure Machine Learning
+
+* [High-performance storage for AI Model Training tasks using Azure ML studio with Azure NetApp Files](https://techcommunity.microsoft.com/t5/azure-architecture-blog/high-performance-storage-for-ai-model-training-tasks-using-azure/ba-p/3609189#_Toc112321755)
+* [How to use Azure Machine Learning with Azure NetApp Files](https://github.com/csiebler/azureml-with-azure-netapp-files)
+
 ### Azure Red Hat Openshift   
 
 *	[Using Trident to Automate Azure NetApp Files from OpenShift](https://techcommunity.microsoft.com/t5/fasttrack-for-azure/using-trident-to-automate-azure-netapp-files-from-openshift/ba-p/2367351)