ML

Dellenny presents a step-by-step beginner’s guide to building intelligent solutions with machine learning in Azure, offering a practical introduction to ML tools and workflows for aspiring professionals.

JulieSirrine shares a curated summary of activities from Microsoft Learning Rooms, spotlighting hands-on community events and technical discussions covering Azure, AI, Fabric, Power BI, cloud security, and coding topics for Microsoft professionals.

wfgy_engine presents the Semantic Clinic, an MIT-licensed, math-first guide for diagnosing and repairing AI system failures, with reproducible methods and model-agnostic applicability.

John Savill presents the August 8, 2025 Azure Update, sharing key advancements in cloud infrastructure, security, AI, and data solutions for Microsoft Azure professionals.

Luisio93’s community post explores practical steps to deploy Azure Foundry AI Agents and connect them to a Laravel front end, highlighting requirements for API integration and sharing deployment insights.

MeysamRouhnavaz presents a hands-on case study using Azure AI and Machine Learning to predict gold-rich zones from satellite data, demonstrating the full data science workflow from preprocessing to production in mineral exploration.

GarseBo describes challenges with Azure Application Insights diagnostic settings writing logs to a single file per hour, causing Stream Analytics to process incomplete data. The post focuses on possible workarounds and improvements.

Microsoft Fabric Blog guides readers through deploying Microsoft Fabric configurations with Terraform in GitHub Actions, emphasizing secure automation with managed identities and OpenID Connect for robust Azure-based CI/CD workflows.

AngelosPetropoulos offers practical advice on catching and fixing bad data before it disrupts your AI agent, highlighting the use of VS Code Data Wrangler for rapid, code-free dataset inspection and cleaning.

Hosted by the dotnet team, this session features Bruno Capuano and Tal Wald as they demonstrate strategies for achieving fast, cost-effective AI inference using .NET, ONNX Runtime, and modern APIs.

MarketingNetMind compares GSPO and GRPO, two reinforcement learning approaches for LLM fine-tuning, examining their variance, scalability, and real-world results in Mixture-of-Experts models.

Michael Flanakin shares a deep dive into FinOps hubs 12, highlighting new approaches to schema versioning and alignment with FOCUS 1.2 for seamless Azure cost management and reporting.

dukicn examines how Azure and Qumulo deliver cloud-native enterprise file storage. The article covers architectural options, migration tools, scalability, security features, and integration for AI and HPC workloads.

Street_Car_1297 seeks community input on designing a GNN solution for next activity prediction in business process mining, sharing project structure, dataset specifics, and open modeling questions.

AdiBiran outlines Azure Monitor Auxiliary Logs’ general availability, new features, and lower pricing, highlighting enhancements in querying, data transformations, and large-scale log management for Microsoft customers.

This news update from the Microsoft Fabric Blog details a significant shift in how semantic models interact with Mirrored artifacts. The author explains the advantages and phased implementation of decoupling, providing improved flexibility and control for customers.

This comprehensive recap from the Microsoft Fabric Blog details July 2025’s new features and enhancements for Fabric Warehouse, including AI integration, security, performance improvements, and developer tools, making it relevant for data engineers and architects.

Authored by the Microsoft Fabric Blog, this article explores the upcoming enhancements to collation settings in Microsoft Fabric Warehouse and SQL Endpoint, offering practical insights into new configuration options and future capabilities.

This article by the Microsoft Fabric Blog details the new Multiple Scheduler and CI/CD support in Fabric, highlighting key enhancements for scheduling and deployment workflows.

Authored by vicperdana, this article explores how Microsoft Purview streamlines AI data governance and compliance, mitigating GenAI risks for enterprises.

Hosted by dotnet and featuring Erik Ejlskov Jensen, this On .NET Live episode demonstrates how to boost SQL Server development using modern .NET tools, NuGet packages, and static analysis.

Written by Dellenny, this comprehensive overview shows how Microsoft AI—including GitHub Copilot—integrates with DevOps tools to enhance productivity, automation, and secure software delivery.

Microsoft Fabric Blog announces the end of support for TLS 1.1 and earlier on the Fabric platform. Authors provide key migration steps and security implications for organizations relying on Fabric integrations.

Microsoft Fabric Blog details the Private Preview launch of Mirroring for Google BigQuery, highlighting near real-time, zero-ETL data replication and unified analytics solutions.

In this community post, drld21 seeks input on best practices for navigation properties in C#. The article invites a discussion on the effective use of navigation properties in .NET applications, with a focus on real-world examples.

Author Adjer_Nimossia recounts the sobering realization that comes with tackling complex backend endpoints in .NET. They seek advice from the community on navigating the leap from basic CRUD to more advanced architectural challenges.