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Showing 1 – 10 of 38 posts found
AI + Machine Learning, Announcements, Azure AI, Azure Arc, Azure DevOps, Azure Migrate, Azure OpenAI Service, DevOps, Events, Hybrid + Multicloud, Management and Governance
Published • 9 min read
By Jordan Davis
By connecting customers with our 90,000+ partner ecosystem, we want to enable organizations in every industry to leverage the Microsoft Cloud as the best foundational investment for bringing their biggest opportunities to life.
AI + Machine Learning, Announcements, Azure AI, Azure Container Apps, Azure DevOps, Azure Kubernetes Service (AKS), Azure Machine Learning, Azure OpenAI Service, Microsoft Dev Box
Published • 8 min read
By Jessica Hawk Corporate Vice President Data, AI, and Digital Application Product Marketing
Welcome to Microsoft Build 2023—the event where we celebrate the developer community. This year, we’ll dive deep into the latest technologies across application development and AI that are enabling the next wave of innovation.
Announcements, Azure DevOps, DevOps, Hybrid + Multicloud
Published • 3 min read
By Jason Morris Global Partner Technology Strategist
During the last two years navigating changing economic climates and a global pandemic that shifted the way we work, we’ve learned that teams can continue to collaborate together productively and effectively in remote and hybrid settings. A recent Microsoft study shows that hybrid work works.
AI + Machine Learning, Announcements, Azure DevOps, Azure Machine Learning, Developer Tools
Published • 3 min read
By Olivia Shone Senior Director, Azure AI Product Marketing
We’re excited to share that Microsoft has been recognized as a Leader in the IDC MarketScape Worldwide Machine Learning Operations (MLOps) Platforms 2022 Vendor Assessment.
AI + Machine Learning, Azure DevOps, Azure Machine Learning, DevOps, How to
Published • 2 min read
By Takuto Higuchi Product Marketing Manager, Data and AI Marketing
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. Here are some key approaches and tests for securing your machine learning systems against attacks with Azure Machine Learning using MLOps.
AI + Machine Learning, Azure DevOps, Azure Machine Learning, DevOps, How to
Published • 2 min read
By Takuto Higuchi Product Marketing Manager, Data and AI Marketing
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.
AI + Machine Learning, Azure DevOps, Azure Machine Learning, DevOps, How to
Published • 4 min read
By Takuto Higuchi Product Marketing Manager, Data and AI Marketing
Robustness is the ability of a closed-loop system to tolerate perturbations or anomalies while system parameters are varied over a wide range. There are three essential tests to ensure that the machine learning system is robust in the production environments: unit tests, data and model testing, and integration testing.
AI + Machine Learning, Azure DevOps, Azure Machine Learning, DevOps, How to
Published • 3 min read
By Takuto Higuchi Product Marketing Manager, Data and AI Marketing
Testing is an important exercise in the life cycle of developing a machine learning system to assure high-quality operations. In this blog, we will look at testing machine learning systems from a Machine Learning Operations (MLOps) perspective and learn about good case practices and a testing framework that you can use to build robust, scalable, and secure machine learning systems.
Announcements, Azure DevOps, Azure VMware Solution, Compute, DevOps
Published • 5 min read
By Julia Liuson Corporate Vice President, Developer Division
Als wir Azure Spring Cloud mit VMware zusammen im Jahr 2019 veröffentlicht haben, haben wir uns das Ziel gesetzt, die Probleme zu beseitigen, vor denen Entwickler*innen, IT-Operator*innen und DevOps-Teams bei der Ausführung von Spring Boot-Anwendungen im großen Stil häufig stehen. Wir sind dankbar für die zahlreiche Beteiligung an der Public Preview durch Kunden und Partner – und natürlich auch für das Feedback, das diese uns gegeben haben. Nun dürfen wir mit Freude bekanntgeben, dass Azure Spring Cloud Enterprise jetzt als Public Preview verfügbar ist.
Published • 4 min read
By Devarayulu Tula Senior Program Manager
Enterprises are increasingly defined by the applications they use and build to run their core business processes, including the customer experiences they provide. Across all sectors, we see how companies like challenger banks, online healthcare providers, e-commerce providers, and other startups are winning customers by providing new applications.