MLOps Academy · Lesson

Deploy to a Serverless Container Runtime

Run the model on Cloud Run or App Runner.

Skip the Servers

A serverless container runtime runs your image without you managing any VMs. You hand over a container, and the platform handles the rest. ☁️

Two Popular Choices

Google offers Cloud Run and AWS offers App Runner. Both pull your image from a registry and expose it behind a managed HTTPS URL.

All lessons in this course

  1. Push Your Image to a Registry
  2. Deploy to a Serverless Container Runtime
  3. Configure Autoscaling and Concurrency
  4. Manage Secrets and Config in the Cloud
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