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Microsoft

Implement a Data Streaming Solution with Azure Stream Analytics

Microsoft via Microsoft Learn

Overview

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  • Get started with Azure Stream Analytics

    In this module, you'll learn how to:

    • Understand data streams.
    • Understand event processing.
    • Understand window functions.
    • Get started with Azure Stream Analytics.
  • Azure Stream Analytics provides a real-time data processing engine that you can use to ingest streaming event data into Azure Synapse Analytics for further analysis and reporting.

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

    • Describe common stream ingestion scenarios for Azure Synapse Analytics.
    • Configure inputs and outputs for an Azure Stream Analytics job.
    • Define a query to ingest real-time data into Azure Synapse Analytics.
    • Run a job to ingest real-time data, and consume that data in Azure Synapse Analytics.
  • By combining the stream processing capabilities of Azure Stream Analytics and the data visualization capabilities of Microsoft Power BI, you can create real-time data dashboards.

    In this module, you'll learn how to:

    • Configure a Stream Analytics output for Power BI.
    • Use a Stream Analytics query to write data to Power BI.
    • Create a real-time data visualization in Power BI.

Syllabus

  • Get started with Azure Stream Analytics
    • Introduction
    • Understand data streams
    • Understand event processing
    • Understand window functions
    • Exercise - Get started with Azure Stream Analytics
    • Module assessment
    • Summary
  • Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytics
    • Introduction
    • Stream ingestion scenarios
    • Configure inputs and outputs
    • Define a query to select, filter, and aggregate data
    • Run a job to ingest data
    • Exercise - Ingest streaming data into Azure Synapse Analytics
    • Module assessment
    • Summary
  • Visualize real-time data with Azure Stream Analytics and Power BI
    • Introduction
    • Use a Power BI output in Azure Stream Analytics
    • Create a query for real-time visualization
    • Create real-time data visualizations in Power BI
    • Exercise - Create a real-time data visualization
    • Module assessment
    • Summary

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