Intelligent Vending Machines: 1-Day Workshop

Dynamics Edge

This instructor-led workshop details how to implement an IoT solution for intelligent vending machines. Use Azure Machine Learning to drive on-demand pricing, real-time analytics, and messaging flows.
This instructor-led workshop details how to implement an IoT solution for intelligent vending machines leveraging facial feature recognition and Azure Machine Learning to drive on-demand pricing, enable real-time analytics, and cloud to device messaging flows. **What You’ll Learn** * How to build cloud-based machine learning applications and real-time analytics with SQL Database inmemory and columnar indexing * Implementing distributed machine learning with R Server for HDInsight & MS R Server Operationalization * Facial image processing * Wrangling Data in Power BI Desktop **Prerequisites** * Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. * We recommend taking a Microsoft Azure Essentials course before enrolling in this workshop **Workshop Outline** Module 1: Whiteboard Design – Intelligent Vending Machines * Review the customer case study * Call to action: Design a proof of concept solution * Call to action: Present the solution Module 2: Hackathon – Intelligent Vending Machines * Before the hackathon * Environment setup * IoT Hub provisioning * Completing the Smart Meter Simulator * Hot path data processing with Stream Analytics * Cold path data processing with HDInsight Spark * Reporting device outages with IoT Hub Operations Monitoring * Cleanup
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