Microsoft Cloud Workshop: Intelligent Vending Machines (40504B)

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.

Audience Profile
This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas.  Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Prerequisites
Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.
  • Microsoft Azure Essentials course

Objectives
Students will be better able to build cloud-based marchine 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
Detaylari Göster
Course Outline

Module 1: Whiteboard Design Session - Intelligent Vending Machines

Lessons
  • Review the customer case study
  • Design a proof of concept solution
  • Present the solution
Module 2: Hands-on Lab - Intelligent Vending Machines
Lessons
  • Environment setup
  • Create dynamic pricing model
  • Implement dynamic pricing
  • Implement purchasing
  • Implement device command and control
  • Analytics with Power BI Desktop
  • Cleanup