ML Model: Building and Deploying using StreamLit, Docker, GKE

Responsible for replacing and updating pods as and when needed without any downtime. Services: Services are responsible for routing and load-balancing traffic from external and internal sources to pods. Whenever a pod is deployed or replaced, its IP address changes. Hence a stable address provider is needed. A service provides stable IP addressing and DNS name to pods. We will define deployment and service for each of our applications.