IL - Cloud Workshop: Intelligent vending machines

Course Overview

A cloud workshop is a 1-day event that consists of an overview of the technology, a deep dive whiteboard design session and Hands-on lab where participants will a subset of the solution.



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

Course Details
  • Duration: 1 Day
  • Level: 400

Who this course is designed for
  • IT Professional
  • Cloud Architect

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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Contact the experts at Opsgility to schedule this class at your location or to discuss a more comprehensive readiness solution for your organization. Contact us to enroll or book a class

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