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MLOps Academy · Lesson

Manage Secrets and Config in the Cloud

Inject credentials safely at runtime.

Keep Secrets Out of Images

A database password baked into an image leaks to anyone who pulls it. Inject secrets at runtime instead, never at build time. 🔐

Config vs Secrets

Plain settings like a model path are config. Sensitive values like API keys are secrets. Both stay outside the image, handled differently.

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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