The Settings module organizes and facilitates creation and management of dataset connections for the selected project and lets you enable or disable notifications for a project.
Dataset Connections
- Specify your own credentials in a personal connection to define project-level connections and credentials that can be used in model training and evaluation processes.
- Specify service credentials in a service connection for use with deployments.
You can define dataset connections on a project level. These dataset connections are selected while defining dataset templates and while performing model training, evaluation, and deployment. ModelOps provides support of conventional username/password, Kerberos, AWS Secrets and Kubernetes as credentials.
See Dataset Connections.
Notifications
Users can enable or disable notifications at the project level. Use the Notifications feature to add email addresses of multiple recipients to send notifications for monitoring alerts and failed batch scoring jobs for deployments.
See Notifications.
Services
- ModelOps Backend Service - Serves RESTful API for ModelOps Core logic
- ModelOps Frontend Service - Serves the ModelOps UI
- KeyCloak Service - Provides authentication service for ModelOps
- ModelOps agent - Responsible for running jobs for model training, evaluation, etc.
See Services.