The predictive analytics capabilities in the Cumulocity IoT platform enable you to deploy and manage machine-learning models and custom resources, and use them for generating predictions on data gathered from your devices.

These capabilities can be leveraged either from a web browser via an easy to use UI (Predictive Analytics application) or programmatically via REST API (Zementis microservice).

This guide provides detailed information on the functionalities of the Predictive Analytics application and a comprehensive listing of REST API exposed by the Zementis microservice.