Machine Learning operations maturity model
A detailed explanation of the MLOps maturity model stages which lists defining characteristics of each stage.
07/10/2023
Messaging
Azure Cache for Redis routes real-time messages in publish and subscribe systems. It also scales up web communication frameworks like Azure SignalR Service.
07/10/2023Architecture, Azure, Databases
You may be interested in
TimeXtender with cloud scale analytics
Use TimeXtender to build a modern data estate that is ready for cloud scale analytics using a drag-and-drop user interface, with definitions stored in a metadata repository.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.07/10/2023IoT measure and control loops
Learn how an IoT measure and control loop keeps an IoT device within the tolerable range of setpoint configuration, through a real-time, closed-loop control process.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.07/10/2023
