MLOps Blog Series Part 2: Testing robustness of secure machine learning systems using machine learning ops
Robustness is the ability of a closed-loop system to tolerate perturbations or anomalies while system parameters are varied over a wide range.
Discover how Microsoft Azure empowers IT implementers with the tools and insights to configure, maintain, and enhance system performance, ensuring seamless integration and management of cloud solutions. Â
Robustness is the ability of a closed-loop system to tolerate perturbations or anomalies while system parameters are varied over a wide range.
For Microsoft Azure IoT, our vision is connecting devices at the edge to the cloud seamlessly and securely to power innovation. At this year’s Embedded World 2022, we’ll share how we’re delivering enhanced device security, seamless cloud integration, and device certification.
In this episode, you’ll get a behind-the-scenes look at how three companies are using cutting-edge technologies like high-performance computing, Quantum, and AI to solve complex challenges, power innovation, and generate new kinds of business impact.
Azure Cognitive Services deliver high-quality, consent-driven face recognition that developers use to power verification of human identities on mobile, desktop, and internet of thing (IoT) devices, as well as facial detection and redaction capabilities for accessibility, modern productivity, and privacy.
Welcome to Azure Hybrid, Multicloud, and Edge Day—please join us for the digital event.
We are excited to share that Web Application Firewall (WAF) policy management in Azure Firewall Manager is now generally available.
Testing is an important exercise in the life cycle of developing a machine learning system to assure high-quality operations.
This blog is part of a series in collaboration with our partners and customers leveraging the newly announced Azure Health Data Services.
Microsoft Azure enables customers to host their apps on the globally trusted cloud platform and use the services of their choice by closely partnering with popular SaaS offerings.
We continue to be amazed by the adoption, interest, positive feedback, and the breadth of use cases customers are finding for our service.
For many customers, making outbound connections to the internet from their virtual networks is a fundamental requirement of their Azure solution architectures. Luckily, Azure has just the solution for ensuring highly available and secure outbound connectivity to the internet: Virtual Network Network Address Translation.
Since 2009, Microsoft and SUSE have partnered to provide Azure-optimized solutions for SUSE Linux Enterprise Server (SLES).