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This video begins Module 9: Anomaly Detection of the ThingWorx Analytics Training videos. It describes how Thingwatcher can be set up to monitor values streaming from connected assets, and send an alert if its behavior deviates from its 'normal' behavior.
This video does not contain any hands-on exercises, and you don't need access to a running ThingWorx Analytics environment.