Machine learning operations (MLOps) framework to upscale machine learning lifecycle with Azure Machine Learning

Architecture, Azure, Developer Tools

A detailed explanation of the MLOps maturity model stages which lists defining characteristics of each stage.

07/10/2023

Architecture, Azure, Databases

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.

07/10/2023

Architecture, Azure, Compute

Learn how the AVL FIRE M computational fluid dynamics (CFD) simulation application performs on an Azure virtual machine.

07/10/2023

Architecture, Azure, Databases

Use the Saga design pattern to ensure data consistency on distributed transactions in microservices architectures.

07/10/2023

Architecture, Azure, Containers

Supplementary article to the AKS Baseline reference architecture providing guidance on running Windows containers on AKS

07/10/2023

Architecture, Azure, Containers

Learn about a scalable, secure AKS microservices architecture that builds on recommended AKS microservices baseline architectures and implementations.

07/10/2023

AI + Machine Learning, Architecture, Azure

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.

07/10/2023

Architecture, Azure, Hybrid + multicloud

Learn about the options for connecting an on-premises network to an Azure Virtual Network (VNet) by comparing reference architectures for each option.

07/10/2023

AI + Machine Learning, Architecture, Azure

Use Azure Cognitive Services AI tools to automate the offline dubbing process and ensure a high-quality dubbed version of original input.

07/10/2023

Architecture, Hybrid + multicloud, Microsoft Entra

Use Azure File Sync and Azure Files to extend file services hosting capabilities across cloud and on-premises file share resources.

07/10/2023

AI + Machine Learning, Architecture, Azure

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

Architecture, Azure, Networking

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