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IL - Cloud Workshop: Intelligent vending machines
Instructor-Led Training
Advanced
1 Day
Onsite or Virtual
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

Objectives
  • 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
Pre-Requisites
  • Intermediate understanding of Microsoft Azure IT

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

Dedicated Training
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Dedicated instructor-led training is designed for group training and is delivered by the experts at Opsgility. Delivery availability is anywhere in the world at your location or using advanced virtual training software.

Benefits
  • Standard or Customized Curriculum
  • Globally Available for Delivery
  • Holistic Learning Plans are Available
  • Industry Recognized Subject Matter Experts