Docker is an open platform for building, shipping, and running distributed applications using container technology, which packages software with all necessary components for execution. The document outlines how to get started with Docker, including building images from a Dockerfile, pushing to a registry, and running containers, while comparing containers to virtual machines. It also highlights the growth of Docker usage and encourages users to create an account and explore Docker resources.