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Microsoft

Implement Real-Time Intelligence with Microsoft Fabric

Microsoft via Microsoft Learn

Overview

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  • Real-Time Intelligence in Microsoft Fabric has capabilities that help you ingest, process, store, visualize, and act on data in motion to gain immediate insights from events as they happen.

    In this module, you learn how to:

    • Describe real-time analytics, streams and events.
    • Understand Real-Time Intelligence components in Fabric.
    • Ingest data and transform data in motion.
    • Store and query data in KQL databases.
    • Visualize streaming data with Real-Time Dashboards.
    • Automate actions with Activator.
  • Eventstream in Real-Time Intelligence (RTI) enables you to ingest, transform, and route real-time data.

    After completing this module, you'll be able to:

    • Explain the components of Eventstream
    • Establish sources and destinations in Eventstream
    • Capture, transform, and route data using Eventstream
  • Microsoft Fabric provides a scalable and flexible store for real-time data.

    After completing this module, you'll be able to:

    • Create an Eventhouse in Microsoft Fabric.
    • Write effective KQL queries.
    • Understand how to use materialized views and stored functions in a KQL database.
  • Real-Time Dashboard is a capability in Microsoft Fabric that you can use to create interactive data visualizations.

    By the end of this module, you're able to:

    • Create a real-time dashboard in Microsoft Fabric
    • Organize and filter dashboard data.
    • Apply dashboard management techniques.
  • Fabric Activator is an event detection engine that automatically triggers actions when specific patterns or conditions are detected in data sources.

    By the end of this module, you'll be able to:

    • Define data objects and properties in Activator
    • Create rules that evaluate conditions in your data
    • Configure actions that execute when rule conditions are met

Syllabus

  • Get started with Real-Time Intelligence in Microsoft Fabric
    • Introduction
    • What is real-time data analytics?
    • Real-Time Intelligence in Microsoft Fabric
    • Ingest and transform real-time data
    • Store and query real-time data
    • Visualize real-time data
    • Automate actions
    • Exercise - Get started with Real-Time Intelligence in Microsoft Fabric
    • Module assessment
    • Summary
  • Use Eventstream in Microsoft Fabric
    • Introduction
    • Components of Eventstream
    • Eventstream sources and destinations
    • Eventstream transformations
    • Exercise - Ingest real-time data with Eventstream in Microsoft Fabric
    • Module assessment
    • Summary
  • Work with real-time data in an Eventhouse in Microsoft Fabric
    • Introduction
    • Get started with an Eventhouse
    • Use KQL effectively
    • Materialized views and stored functions
    • Exercise - Work with data in an Eventhouse
    • Module assessment
    • Summary
  • Create Real-Time Dashboards with Microsoft Fabric
    • Introduction
    • Get started with real-time dashboards
    • Organize and filter dashboard data
    • Dashboard management and optimization
    • Exercise - Get started with real-time dashboards
    • Module assessment
    • Summary
  • Use Activator in Microsoft Fabric
    • Introduction
    • Configure Activator for your data
    • Create rules in Activator
    • Configure actions in Activator
    • Exercise - Use Activator in Fabric
    • Module assessment
    • Summary

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