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Building MLOps maturity

MLOps—the path to building a competitive edge

Enterprises today are transforming their businesses using Machine Learning (ML) to develop a lasting competitive advantage. From healthcare to transportation, supply chain to risk management, machine learning is becoming pervasive across industries, disrupting markets and reshaping business models. Organizations need ... continue reading
Decomposition is the task to separate a time series into components

Azure Data Explorer and Stream Analytics for anomaly detection

Anomaly detection plays a vital role in many industries across the globe, such as fraud detection for the financial industry, health monitoring in hospitals, fault detection and operating environment monitoring in the manufacturing, oil and gas, utility, transportation, aviation, and ... continue reading
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Scaling up an IoT workload using an M-series Azure SQL database

Executive summary M-series provides close to 30 GB of memory per core and up to 128 cores, enabling significant scale-up capability in Azure SQL Database. For the same IoT workload, we achieved 3 times higher throughput on M-series compared to ... continue reading

Advancing no-impact and low-impact maintenance technologies

“This post continues our reliability series kicked off by my July blog post highlighting several initiatives underway to keep improving platform availability, as part of our commitment to provide a trusted set of cloud services. Today I wanted to double-click ... continue reading
Screenshot of label analytics in the Microsoft 365 compliance tenant dashboard.

Data governance and retention in your Microsoft 365 tenant—a secure and highly capable solution

Data governance has relied on transferring data to a third-party for hosting an archive service. Emails, documents, chat logs, and third-party data (Bloomberg, Facebook, LinkedIn, etc.) must be saved in a way that it can’t be changed and won’t be ... continue reading

Install ConfigMgr CB 1902 using PowerShell

Introduction The document outlines the steps required to install SCCM CB 1902 with SQL 2017 using PowerShell. These steps can be used on a disconnected network. The scripts included in this document can also be added to MDT to automate ... continue reading
An image of Rodney Clark, VP of IoT and mixed reality sales.

Azure Sphere guardian module simplifies & secures brownfield IoT

One of the toughest IoT quandaries is figuring out how to bake IoT into existing hardware in a secure, cost-effective way. For many customers, scrapping existing hardware investments for new IoT-enabled devices (“greenfield” installations) isn’t feasible. And retrofitting mission-critical devices ... continue reading
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Networking enables the new world of Edge and 5G Computing

At the recent Microsoft Ignite 2019 conference, we introduced two new and related perspectives on the future and roadmap of edge computing. Before getting further into the details of Network Edge Compute (NEC) and Multi-access Edge Compute (MEC), let’s take ... continue reading
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Premier Offerings: System Center Configuration Manager and Intune Power BI Dashboard Integration

Introduction As SCCM Engineers we have all been asked at some stage about custom dashboards and reports that are available or that can be created to monitor the SCCM environment, check the status of client activity, client health, deployments or ... continue reading
IoT Central Government App templates

Democratizing Smart City solutions with Azure IoT Central

One of the most dynamic landscapes embracing Internet of Things (IoT) is the modern city. As urbanization grows, city leaders are under increasing pressure to make cities safer, accessible, sustainable, and prosperous. Underlying all these important goals is the bedrock ... continue reading