Browse All Machine Learning Content (133)

Microsoft Fabric Blog showcases how to process real-time CDC streams from databases like Azure SQL using Fabric Eventstreams SQL, making event data analytics-ready with efficient SQL transformations.

Microsoft Fabric Blog explains the Native Execution Engine, a performance-boosting vectorized execution layer for Spark on Fabric. This technical write-up guides readers through its architecture, real-world advantages, and how existing Spark workflows can benefit. Authored by the Microsoft Fabric Blog team.

This Microsoft Fabric Blog post examines the pressures that AI advancements put on enterprise data platforms. It highlights how Microsoft SQL and Fabric equip data professionals—according to the author—with new capabilities for real-time, secure, and AI-ready data services.

Microsoft Fabric Blog presents an overview of OneLake catalog federation (Beta) for Azure Databricks, showing how teams can query Fabric tables in OneLake without making extra data copies.

Welcome to this week’s tech summary, where automation and agent technology continue to influence development practices. GitHub Copilot now provides greater support for autonomous workflows and AI model integrations, making it easier for teams to boost productivity across development environments. Microsoft Foundry and Azure add new features for multi-language agent orchestration, platform reliability, and secure migration—delivering the foundation for scalable agent-driven cloud projects. Updated tools and security practices help teams streamline workflow, improve compliance, and collaborate more effectively on open source and enterprise solutions.

The Microsoft Fabric Blog details how the Recent Data feature in Dataflow Gen2 helps users quickly access and manage their most-used data sources. This post highlights enhanced productivity for data engineers and analysts.

Microsoft Developer presents an episode on integrating Fabric SQL Databases into analytics solutions, featuring real-world scenarios and actionable tips for technical professionals.

Microsoft Fabric Blog announces the Microsoft ODBC Driver for Fabric Data Engineering (Preview), detailing its secure Spark SQL connectivity for developers, data engineers, and administrators.

Microsoft Fabric Blog introduces support for workspace and service principal identities when creating OneLake SharePoint and OneDrive shortcuts, streamlining analytics, BI, and AI workloads with improved security and governance.

The Microsoft Fabric Blog introduces the officially supported fabric-cicd Python library, providing robust, automated CI/CD capabilities for Fabric workspaces. Learn from Microsoft's announcement how this tool simplifies cross-workspace deployments and modernizes DevOps for Fabric.

Nick Brady offers an in-depth roundup of Microsoft Foundry updates for Dec 2025 and Jan 2026. Developers gain insights into newly released AI models, agentic tools, SDK consolidation, and workflow enhancements across Azure Foundry.

Yongguang Zhang presents an in-depth view of Microsoft’s AI-powered RAN and intelligent edge strategy, showing how AI, Azure, and advanced platforms are set to revolutionize the future of telecom networks through automation, edge intelligence, and innovative new services.

Microsoft Fabric Blog details upcoming billing reporting updates by introducing new dedicated operations for Fabric AI Functions and AI Services. This aims to clarify and separate AI-related consumption for users and organizations.

Welcome to the latest weekly technology update. This edition covers recent AI advances in agent-enabled workflows for development and operations. Look for new automation features in GitHub Copilot, deeper IDE integrations, and practical ways Microsoft Fabric is simplifying analytics, machine learning, and data management. The news also includes current best practices for secure cloud deployments in Azure, a range of productivity updates, and fresh strategies for dealing with emerging security challenges in multi-agent AI and cloud environments.

Jayesh Tanna presents a comprehensive walkthrough of how to apply Direct Preference Optimization (DPO) for large language models using the Microsoft Foundry SDK. The article covers practical Python examples, data formats, and ideal scenarios for developers.

Microsoft Fabric Blog demonstrates how to infuse Power BI reports with predictive insights by building and operationalizing machine learning models within Microsoft Fabric’s unified analytics stack.

Microsoft Fabric Blog demonstrates how organizations can leverage SQL database in Fabric to unify transactional data for analytics and AI. Copilot integrations, automation, developer tooling, and open data formats are core highlights of this in-depth overview.

Radhika Bollineni discusses fine-tuning large language models using Microsoft Foundry. The article covers methods, code examples, and practical tips for training enterprise-ready, reliable AI using Azure's tools and infrastructure.

John Savill’s Technical Training presents a detailed overview of Fabric IQ within Microsoft Fabric, highlighting its AI-driven features and integration with Azure services.

Microsoft Fabric Blog explores how Semantic Link, now generally available in Microsoft Fabric, empowers data teams by unifying AI, BI, and data engineering with a collaborative semantic layer.