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🌊 Real-Time Streaming Analytics Lab

Lab Duration Level

Build real-time analytics solutions using Azure Stream Analytics and Synapse. Process streaming data, implement windowing, and create live dashboards.

🎯 Learning Objectives

  • ✅ Design streaming architectures with Event Hubs
  • ✅ Process real-time data using Stream Analytics
  • ✅ Implement windowing functions for aggregations
  • ✅ Integrate with Synapse for real-time insights
  • ✅ Build live dashboards with Power BI
  • ✅ Handle late-arriving data and watermarks

⏱️ Time Estimate: 2-3 hours

📋 Prerequisites

  • Understanding of streaming concepts
  • Event Hubs or IoT Hub knowledge
  • Stream Analytics query language
  • Power BI for visualization

🌊 Lab Modules

[Lab content with streaming architecture design, Event Hubs setup, Stream Analytics jobs, windowing examples, Synapse integration, dashboard creation, and late data handling]

Lab Version: 1.0 Last Updated: January 2025