Implement Real-Time Analytics with Microsoft Fabric

In this learning path, the student is exposed to various ways to:

• Source streaming data sources into Microsoft Fabric.
• Use real time Eventstream in Microsoft Fabric.
• Query data in a KQL database in Microsoft Fabric.
• Create real time dashboards in Microsoft Fabric.

Prerequisites

The student should be able to:

• Log in to the Azure portal.
• Explain and create resource groups.
• Understand the concept of streaming data.

Modules in this learning path

Get started with Real-Time Intelligence in Microsoft Fabric

Analysis of real-time data streams is a critical capability for any modern data analytics solution. You can use the Real-Time Intelligence capabilities of Microsoft Fabric to ingest, query, and process streams of data.

• Introduction
• Describe Microsoft Fabric Real-Time Intelligence?
• Understand KQL database and tables
• Describe Microsoft Fabric Real-Time hub
• Write queries with KQL
• Exercise: Explore Real-Time Intelligence in Fabric
• Knowledge check
• Summary

Use real time eventstreams in Microsoft Fabric

This module is an introduction to the Microsoft Fabric Eventstream within Real-Time Intelligence (RTI).

• Introduction
• Main components of event streams
• Setting up event stream
• Routing event stream data
• Exercise - Load data into a KQL database using Microsoft Fabric event stream
• Knowledge check
• Summary

Query data in a KQL database in Microsoft Fabric

This tutorial provides a brief introduction to KQL (Kusto Query Language) queries using Querysets and the major differences between KQL and T-SQL when using Querysets.

• Introduction
• Get started with KQL queries
• KQL best practices
• Advanced features
• Using KQL with notebooks
• Exercise - query a KQL database in Microsoft Fabric
• Knowledge check
• Summary

Create Real-Time Dashboards with Microsoft Fabric

In this module, you’ll explore the user-friendly Real-Time Dashboard in Microsoft Fabric. This dashboard offers an auto-refresh feature for data, supports parameterization, and allows for a multi-page dashboarding experience without requiring any coding. It also integrates with Copilot for managing underlying query sets. This creates a seamless and efficient user experience.

• Introduction
• Get started with Real-Time Dashboards
• Advanced features
• Real-Time Dashboards best practices
• Exercise - create a Real-Time Dashboard
• Knowledge check
• Summary

Get started with Data Activator in Microsoft Fabric

Use Data Activator in Microsoft Fabric to easily monitor and take action on your data.

• Introduction
• Understand Data Activator
• Get started with Data Activator
• Understand triggers, conditions and actions in Data Activator
• Get data from Power BI Reports and EventStreams with Data Activator
• Assign data in Data Activator
• Create triggers in Data Activator
• Exercise – Use Data Activator in Fabric
• Knowledge check
• Summary