Machine Learning operations maturity model
A detailed explanation of the MLOps maturity model stages which lists defining characteristics of each stage.
07/10/2023
Monitoring and diagnostics guidance
Learn how to track how users use your distributed applications and services, trace resource utilization, and monitor the health and performance.
07/10/2023Architecture, Azure, Security
You may be interested in
Oracle database migration to Azure
Migrate an Oracle database and its applications to Azure. Use Oracle Active Data Guard for the database, and use Azure Load Balancer for the application tier.07/10/2023Deploy AVL FIRE M on an Azure virtual machine
Learn how the AVL FIRE M computational fluid dynamics (CFD) simulation application performs on an Azure virtual machine.07/10/2023Saga distributed transactions pattern
Use the Saga design pattern to ensure data consistency on distributed transactions in microservices architectures.07/10/2023Running Windows containers on AKS
Supplementary article to the AKS Baseline reference architecture providing guidance on running Windows containers on AKS07/10/2023Advanced Azure Kubernetes Service (AKS) microservices architecture
Learn about a scalable, secure AKS microservices architecture that builds on recommended AKS microservices baseline architectures and implementations.07/10/2023Employee retention with Databricks and Kubernetes
Learn how to build, deploy, and monitor a machine learning model for employee attrition that can be integrated with external applications using Databricks and Kubernetes.07/10/2023Connect an on-premises network to Azure
Learn about the options for connecting an on-premises network to an Azure Virtual Network (VNet) by comparing reference architectures for each option.07/10/2023Offline audio dubbing
Use Azure Cognitive Services AI tools to automate the offline dubbing process and ensure a high-quality dubbed version of original input.07/10/2023Hybrid file services
Use Azure File Sync and Azure Files to extend file services hosting capabilities across cloud and on-premises file share resources.07/10/2023Many models machine learning (ML) at scale in Azure with Spark
Often machine learning (ML) problems are too complex for a single ML model to solve. Learn about many models machine learning at scale in Azure with Spark.07/10/2023Prevent IPv4 exhaustion in Azure
Minimize private address space consumption when you build large networks in Azure. This article presents two methods to create more IPv4 address space.07/10/2023
