IL - Cloud Workshop: Intelligent vending machines

What You Will Learn

• Attendees will be better able to build cloud-based machine learning applications and real-time analytics with SQL Database in-memory and columnar indexing.
• In addition:
• Implement distributed machine learning with R Server for HDInsight & MS R Server Operationalization
• Perform facial image processing
• Wrangle data in Power BI Desktop

Prerequisites:

• Intermediate understanding of Microsoft Azure IT

Outline

In this workshop, attendees will implement an IoT solution for intelligent vending machines leveraging Facial feature recognition and Machine learning to drive on-demand pricing, enable real-time analytics, and cloud to device messaging flows. Learn how to create Machine Learning models in R, train the models at scale using R and Spark on HDInsight, then expose the model as a web service through R Server Operationalization. You will use IoT Hub to facilitate vending machine device registration and communication for product promotions, and enable real-time analytics with SQL Database in-memory and columnar indexing.



This workshop includes: Whiteboard design session and Hands-on lab

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