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LiveWorx 2019
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CP90M - Maturing Manufacturing Analytics: From Statistical Process Control to AI/ML Using ThingWorx

Session Description

Regardless of the technology or tools used, solving complex business problems with analytics starts with a use case. While there is immense value delivered by end-to-end AI approaches to Manufacturing Analytics, most companies don’t yet have the analytics culture to shepherd such projects forward to success. In this session, attendees will learn how to quickly gain value by applying Statistical Process Control techniques to any property in the ThingModel. This technique will be further explored to demonstrate how it can serve as a rapid enabler of both multi-variate anomaly detection and supervised Machine Learning.


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Additional Information
IIoT & Smart Connected Products
Industrial Analytics
Applying descriptive analytics techniques to IIoT data Is a great place to start your IIoT analytics journey, and serves as a foundation for more sophisticated techniques as data matures.
Go beyond the user guide, use your creativity to apply novel approaches to get to the solution.
Don’t plan to solve everything at once; often times, small iterations on use cases can build off one another and compound value.
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45 minutes
Session Schedule
     
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