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Implement a Data Streaming Solution with Azure Stream Analytics

Microsoft via Microsoft Learn

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Overview

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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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