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
Contact the experts at Opsgility to schedule this class at your location or to discuss a more comprehensive readiness solution for your organization.
Contact a Cloud Training Specialist