Integration-Notes: 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
- IoT Hub News – http://www.iothub.com.au
- Get started with Azure IoT Hub for .NET
- http://www.microsoft.com/en-au/server-cloud/internet-of-things/azure-iot-suite.aspx
- Run a simple C# Sample on device running Windows 10 IoT Core – https://github.com/Azure/azure-iot-sdks/blob/master/doc/get_started/windows10-iotcore-csharp.md
- Intro to Development and Deploying Application to Windows IoT Core on Raspberry Pi 2 – https://channel9.msdn.com/Blogs/WinCoder/Intro-to-Development-and-Deploying-Applications-to-Windows-IoT-Core-on-Raspberry-Pi-2
IoT Solutions
- Azure IoT Suite – https://www.azureiotsuite.com
- Azure IoT Predictive Maintenance GitHub
- Azure IoT Remote Monitoring GitHub – https://github.com/Azure/azure-iot-remote-monitoring
- Growing Startups Using Open Government Data – http://www.datastart.com.au
- How To Tap Into Your Car’s Computer – http://readwrite.com/2014/03/05/smart-cars-onboard-diagnostics-automatic-mojio-dash-truvulo
- MSDN Windows Azure Platform Forum – https://social.msdn.microsoft.com/Forums/en-US/home?category=windowsazureplatform
- http://gunnarpeipman.com/2016/01/measuring-temperature-with-windows-10-iot-core-and-raspberry-pi/
- What are the Azure IoT Suite preconfigured solutions? (diagram and components) – https://azure.microsoft.com/en-us/documentation/articles/iot-suite-what-are-preconfigured-solutions/
- Remote monitoring preconfigured solution walkthrough – https://azure.microsoft.com/en-us/documentation/articles/iot-suite-remote-monitoring-sample-walkthrough/
Machine Learning
Machine Learning Tutorial: Create the 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
Credits
Photo by Alexander Dummer: https://www.pexels.com/photo/person-using-appliance-132700/
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