Azure Data Engineer Online Training | Course at Visualpath

1. Azure Stream Analytics: Real-Time Data Processing Subtitle: Overview and Use Cases in Modern Data Architectures www.visualpath.in +91-7032290546

2. Introduction to Azure Stream Analytics • Azure Stream Analytics (ASA) is a real-time analytics service from Microsoft Azure that enables users to process and analyze streaming data on the fly.It is serverless, highly scalable, and integrates seamlessly with Azure services. www.visualpath.in www.visualpath.in +91-7032290546 +91-7032290546

3. Why Real-Time Data Processing Matters • Enables instant insights and decisions • Useful in IoT, financial services, social media monitoring, and fraud detection • Supports low-latency processing of large volumes of data www.visualpath.in +91-7032290546

4. Key Features of Azure Stream Analytics • Real-time data ingestion and processing • SQL-like query language • Built-in integration with Azure Event Hubs, IoT Hub, and Blob Storage • Scalable and managed with no infrastructure to maintain • Output to Power BI, Azure SQL Database, Synapse Analytics, and more www.visualpath.in www.visualpath.in +91-7032290546 +91-7032290546

5. Architecture Overview Input → Query → Output • Input Sources: Azure Event Hubs, IoT Hub, Blob Storage • Query Engine: Uses Stream Analytics Query Language (SQL-like) • Output: Dashboards, databases, data lakes www.visualpath.in +91-7032290546

6. Use Cases • IoT Monitoring: Sensor data processing in real time • Fraud Detection: Instant anomaly detection in transactions • Log Analytics: Real-time monitoring of application logs • Social Media Trends: Streaming analytics for brand sentiment www.visualpath.in www.visualpath.in +91-7032290546 +91-7032290546

7. Integrating with Azure Ecosystem • Native support with Azure Synapse, Azure Functions, Power BI • Easily integrates into end-to-end data pipelines • Supports machine learning model integration for predictive analysis www.visualpath.in +91-7032290546

8. Advantages • Fast deployment with no infrastructure overhead • Pay-as-you-go pricing model • Supports time windowing, aggregates, joins, and alerts • Reliable with built-in checkpointing and recovery www.visualpath.in www.visualpath.in +91-7032290546 +91-7032290546

9. Conclusion • Azure Stream Analytics empowers organizations to derive actionable insights from streaming data in real-time.With its deep integration into the Azure ecosystem, it’s a powerful tool for building modern, scalable, and intelligent data applications. www.visualpath.in +91-7032290546

10. For More Information About • AZURE DATA ENGINEERING • Address:- Flat no: 205, 2nd Floor, • Nilagiri Block, Aditya Enclave, Ameerpet, Hyderabad-16 • Ph. No: +91-998997107 • www.visualpath.in • online@visualpath.in www.visualpath.in +91-7032290546

11. Thank You www.visualpath.in www.visualpath.in +91-7032290546