White Papers
Azure Resiliency – Business Continuity and Disaster Recovery
This document focuses on the resiliency aspect of Azure. It provides guidance on designing resilient applications on Azure and provides sample application design patterns for varied levels of resilience. The audience for this document is anyone moving applications from on-premises to Azure, or building applications on Azure, including CTOs, CIOs, Cloud Solution Architects, Business Continuity…
Read MoreResponsible AI with Azure Machine Learning
Tools and methods to understand, protect, and control your models In this paper, we’ll share some of the tools and methods thathelp our IT teams honor our AI principles. The same tools we use internally are available to everyone in Azure Machine Learning, which provides state-of-the-art capabilities to help users understand, protect, and control their…
Read MoreBuild the critical infrastructure services of the future with Microsoft Azure
Managing and improving critical infrastructure, including utilities, transportation services, and urban innovation and digital services, is one of the most important functions of many public and private sector organizations around the world. In this paper, we look at some of the key challenges for critical infrastructure and how solutions available in Microsoft Azure can help…
Read MoreMLOps with Azure Machine Learning
Accelerating the process of building, training, and deploying models at scale Enterprise organizations in nearly every industry are increasingly making machine learning (ML) initiatives a priority. Machine learning models are at the core of many AI use cases from predictive maintenance and recommendations to anomaly detection and dynamic pricing. Modern machine learning algorithms and frameworks…
Read MoreMachine Learning Solutions With Enterprise Security and Scale
Empowering organizations to build secure, scalable, and equitable ML solutions with Azure Machine Learning AI is not the future—it’s now. Across industries, leading businesses and organizations are leveraging AI to tackle some of the biggest challenges facing the world. Among top enterprises, 50% report that their companies have adopted AI in at least one business…
Read More