Kubernetes Deployment of a Machine Learning Rest API in the Cloud

Pods: They are deployable units produced from a group of one or more similar containers sharing storage and networking resources. Docker containers are orchestrated(Deployed, Scaled and Monitored) within the pods in the node of the Kubernetes cluster. Service: It is the networking interface that makes it possible to interact with the containers running in the pods.