Internet of things

Microsoft technology provides a simple-to-use app and the integration needed to handle end-to-end testing and allow Tuskegee students to return to school safely.

August brings simplified billing account management for organizations with multiple tenants, a new way to discover updates in Cost Management, 15 new and updated ways to save in Azure, and 3 new doc updates.

July brought a new, generally available Cost Details API for on-demand data downloads. If you use cost APIs for automation or integration, you’ll want to check that out! We also added three new preview features, four new ways to save, and five documentation updates.

Large-scale transformer-based deep learning models trained on large amounts of data have shown great results in recent years in several cognitive tasks and are behind new products and features that augment human capabilities.

The Cost Details API is now generally available for use by Enterprise Agreement (EA) and Microsoft Customer Agreement (MCA) customers. This API provides on-demand download of the granular cost details (formerly referred to as usage details) associated with your Microsoft charges.

The growing adoption of data-driven and machine learning-based solutions is driving the need for businesses to handle growing workloads, exposing them to extra levels of complexities and vulnerabilities.

While every industry is vulnerable to a ransomware attack, manufacturers are at a particular risk. While digitization and automation have helped transform the industry, it has simultaneously opened up new attack vectors within organizations.

The capacity of a system to adjust to changes by adding or removing resources to meet demand is known as scalability. Here are some tests to check the scalability of your MLOps model.

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.

Welcome to Azure Hybrid, Multicloud, and Edge Day—please join us for the digital event.

Testing is an important exercise in the life cycle of developing a machine learning system to assure high-quality operations.