Tutorials

Check out these tutorials for detailed step-by-step instructions on performing different MLOps functions in Verta.

• Packaging models for use in different applications.

ModelDB (versioning and metadata)

• Versioning model ingredients, which allows you to have Git-like tracking for the components of models
• Versioning a model and logging metadata
• Versioning data
• Metadata querying
• Handling merge conflicts

Deployment and release

• Creating and retrieving an endpoint
• Updating an endpoint
• Updating an endpoint with canary strategy
• Configuring endpoint autoscaling
• Configuring endpoint compute resources
• Configuring endpoint environment variables
• Configuring endpoint using config file
• Querying an endpoint

Real-time model monitoring

Note

This functionality is only available in Verta Enterprise. Please email support@verta.ai for your enterprise login.

Core Verta functionality

• Using the Verta web app
• Workspaces in Verta
• Using a client config file