In this blog post, we will describe how to train an ML model in Fabric Spark notebook, save it in Fabric’s models registry and use it for scoring new streaming data by Fabric Eventhouse via update policy in real time. We describe a typical workflow that can be implemented to monitor cloud resources or IoT … Continue reading “ML Model Scoring in Fabric Eventhouse via Update Policy”
A new feature has been added to Eventstream—the SQL Operator—which enables real-time data transformation within the platform. Whether you’re filtering, aggregating, or joining data streams, or handling complex data transformation needs like conditional logic, nested expression, string manipulation etc. SQL Operator gives you the flexibility and control to craft custom transformations using the language you … Continue reading “From Clicks to Code: SQL Operator under Fabric Eventstream (Preview)”
Welcome to the June 2025 update. The June 2025 Fabric update introduces several key enhancements across multiple areas. Power BI celebrates its 10th anniversary with a range of community events, contests, expert-led sessions, and special certification exam discounts. In Data Engineering, Fabric Notebooks now support integration with variable libraries in preview, empowering users to manage … Continue reading “Fabric June 2025 Feature Summary”
Co-author: Alexei Robsky, Data Scientist Manager Overview As organizations increasingly rely on real-time data to drive decisions, the need for intelligent, responsive systems has never been greater. At the heart of this transformation is Fabric Real-Time Intelligence (RTI), a platform that empowers users to act on data as it arrives. Today, we’re excited to announce … Continue reading “Introducing MCP Support for Real-Time Intelligence (RTI) “
The Eventstreams artifact in the Microsoft Fabric Real-Time Intelligence experience lets you bring real-time events into Fabric, transform them, and then route them to various destinations such as Eventhouse, without writing any code (no-code). You can ingest data from an Eventstream to Eventhouse seamlessly either from Eventstream artifact or Eventhouse Get Data Wizard. This capability … Continue reading “Fabric Eventhouse now supports Eventstream Derived Streams in Direct Ingestion mode (Preview)”
