After this day you can analyse event data in Microsoft Fabric as it arrives. You ingest data streams with Eventstream, transform them and store them in an eventhouse. With KQL you answer questions about current data, show it in real-time dashboards and let Activator respond automatically to specific patterns. The course suits data analysts and data engineers who work with sensor, log or clickstream data and already know the basics of Fabric.
What you’ll take away.
- Understand the building blocks of Real-Time Intelligence in Microsoft Fabric
- Ingest, transform and route streaming data with Eventstream
- Store data in an eventhouse and query it with KQL
- Build real-time dashboards for live data
- Detect conditions and trigger actions with Activator
Your training in detail
- Who is it for?
- Data analysts and data engineers who want to analyse sensor, log or event data in Microsoft Fabric in near real time.
- Prerequisites
- You know the Fabric interface and its core concepts. Some experience with a query language such as SQL or KQL helps you get started.
- Format & planning
- Standard length: 1 training day. A different length can be arranged for companies.
Agenda: from understanding to application
Our independently developed agenda proposal. Focus areas, lab environment and scope are agreed before booking.
Real-Time Intelligence in Fabric: use cases and building blocks
Eventstream: connecting sources, transforming and routing data
Creating an eventhouse and KQL databases
Querying and aggregating real-time data with KQL
Building real-time dashboards
Activator: detecting patterns and responding automatically
You route a sample data stream through Eventstream into an eventhouse, analyse it with KQL queries, build a dashboard on top and have Activator send a notification when a threshold is reached.
Exams, licences & credentials
The course builds a foundation for the Microsoft Applied Skills assessment "Implement a Real-Time Intelligence solution with Microsoft Fabric", for which Microsoft expects solid KQL skills. The assessment and any fees are only included if the offer confirms this. The credential is issued by Microsoft. It is not an official Microsoft course unless the offer explicitly says so.
Vendor references & review date
Sources checked on 2026-11-10. These sources describe the technology or external exam requirements. They do not imply a partnership with NextNowa.
Your learning content
These objectives describe the training topic. The specific syllabus, dates and trainer are agreed before booking; the written offer is binding.
Frequently asked questions
Was this topic previously called Real-Time Analytics?
Yes. Microsoft now groups the real-time features in Fabric under the name Real-Time Intelligence, which includes Eventstream, eventhouses, real-time dashboards and Activator.
Do I need to know KQL already?
No, you learn the key KQL queries in the course. For the related Applied Skills assessment you should keep practising afterwards.
Does Implement Real-Time Intelligence with Microsoft Fabric: streaming data with Eventstream and KQL include a certificate?
The course builds a foundation for the Microsoft Applied Skills assessment "Implement a Real-Time Intelligence solution with Microsoft Fabric", for which Microsoft expects solid KQL skills. The assessment and any fees are only included if the offer confirms this. The credential is issued by Microsoft. It is not an official Microsoft course unless the offer explicitly says so.