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Implement a Data Streaming Solution with Azure Stream Analytics

Offered By: Microsoft via Microsoft Learn

Tags

Microsoft Azure Courses Big Data Courses Stream Processing Courses Real-Time Data Processing Courses Azure Stream Analytics Courses Data Streaming Courses Azure Event Hubs Courses

Course Description

Overview

  • Module 1: Explore how Azure Stream Analytics integrates with your applications or Internet of Things devices to gain insights with real-time streaming data.

    • In this module, you will:

    • Understand data streams.
    • Understand event processing.
    • Learn about processing events with Azure Stream Analytics.
  • Module 2: Learn to use Azure Event Hubs to reliably process high-volume data streams to enable you to code applications to send and receive messages through the hub.

    • In this module, you will:

    • Create an event hub using the Azure CLI
    • Configure applications to send or receive messages through the event hub
    • Evaluate performance of event hub using the Azure portal
  • Module 3: Learn how to create Azure Stream Analytics jobs to process input data, transform it with a query, and return results.

    • In this module, you will:

    • Understand stream processing
    • Process streaming data with Azure Stream Analytics
    • Describe windowing functions
    • Visualize results in Power BI

Syllabus

  • Module 1: Work with data streams by using Azure Stream Analytics
    • Introduction
    • Understand data streams
    • Understand event processing
    • Process events with Azure Stream Analytics
    • Knowledge check
    • Summary
  • Module 2: Enable reliable messaging for Big Data applications using Azure Event Hubs
    • Introduction
    • Create an Event Hub using the Azure CLI
    • Exercise - Use the Azure CLI to Create an Event Hub
    • Configure applications to send or receive messages through an Event Hub
    • Exercise - Configure applications to send or receive messages through an Event Hub
    • Evaluate the performance of the deployed Event Hub using the Azure portal
    • Exercise - Evaluate the performance of the deployed Event Hub using the Azure portal
    • Summary
  • Module 3: Ingest data streams with Azure Stream Analytics
    • Introduction
    • Understand stream processing
    • Process streaming data with Azure Stream Analytics
    • Exercise – Create streaming data input
    • Exercise – Create Power BI output
    • Describe windowing functions
    • Exercise – Create a query using tumbling windows
    • Exercise – Visualize results in Power BI
    • Knowledge check
    • Summary

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