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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 Solutions

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/

[Note: Pageviews – 1,083 – before migrated from the Dewalist Blog website on 09/08/2020]

Avatar

Valdy

About Author

Valdy founded Dewacorp.com, a helpdesk and IT Services provider that has taken care of over 39,000 customer service requests in the past 15 years - that's nearly 2,600 per year. He also created the growing Dewalist.com - a classified website that has close to 55,000 page views and 6,000 user visits per month with 52,000 yearly published ads and 39,000 active registered users. He blogs for the ever-growing Dewapost.com, a tech blog that gets around 20,000 impressions per month with 700 clicks and 10 average pages first impressions on Google Search. You can reach him on the Contact Us page, social media links below or Dewachat.com.

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