Creating a Model Deployment

After you store a Data Science model in the model catalog, it can be deployed as an HTTP endpoint as a model deployment.

Ensure that you have created the necessary policies, authentication, and authorization for model deployments.

Consider using a custom container when creating a model deployment.

You can create and run model deployments with these networking options:

  • Default Networking: Service-managed networking appears as default networking in two options: without internet access and with internet access.
    • Default networking without internet access provides connectivity to other OCI services
    • Default networking with internet access provides connectivity to both other OCI services and the internet.
  • Custom Networking lets you configure networking in your tenancy, giving you full control over the VCN, subnets, routing, and access policies.