- batch deployment or offline deployment - Not realtime
- Online deployment - the model is always running
- Web service
- Streaming
Every X time - regularly Used often for marketing related tasks
Churn - stop to use a service for another one. Batch mode is used to understand which user is going to churn. Based on this predictions adhoc marketing is launched.
I.E: Ride prediction service