Tag Archives: Internet of Things (IoT)

Exploring Internet of Things (IoT) and Machine Learning

Predictive Maintenance Solution

Creating a solution will result in the following Azure services being provisioned:

  • Azure AD (1 Basic)
  • Azure IoT Hub (1 S2 Standard)
  • Azure Event Hub (1 Basic)
  • Azure Storage (2 GRS Standard)
  • Azure Stream Analytics (1 Streaming unit)
  • Azure App Services (2 Standard)
  • Azure Machine Learning Workspace (1)
Remote Monitoring Solution

Creating a solution will result in the following Azure services being provisioned:

  • Azure IoT Hub (1 high-frequency unit)
  • Azure Stream Analytics (3 streaming units)
  • Azure DocumentDB (1 S2 instance)
  • Azure Storage (1 GRS standard, 1 LRS standard, 1 RA-GRS standard)
  • Azure App Services (2 S1 instances, 2 P1 instances)
  • Azure Event Hub (1 basic throughput unit)

Resources

Internet of Things in General

Machine Learning

Machine Learning Tutorial: Create first experiment in Azure Machine Learning – https://azure.microsoft.com/en-us/documentation/articles/machine-learning-create-experiment/

Videos

The Microsoft Cloud Platform for Developers (Glukose/heart rate/stress app monitoring app) – https://channel9.msdn.com/Events/Visual-Studio/Connect-event-2015/012
Harness Predictive Customer Churn Models with Cortana Analytics Suite – https://channel9.msdn.com/blogs/Cloud-and-Enterprise-Premium/Harness-Predictive-Customer-Churn-Models-with-Cortana-Analytics-Suite