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

  • 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
  • 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

Training Options


Dedicated Delivery

This course can be delivered dedicated to your team either virtually or onsite. A dedicated delivery allows deeper discussion with your team and our instructor on projects and workloads that are specific to your environment.

Customized Delivery

This course can be customized by adding or removing topics, going deeper on specific topics, or by customizing the delivery schedule to make it easier for your team to attend the training.

Contact a Cloud Training Specialist

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Course Schedule