Docker is a platform that allows developers to easily create, deploy, and run applications in containers. Containers are a way to package software in a format that can be easily transported and run on any system. Docker provides a set of tools, such as the Docker engine, that make it easy to create, manage, and run containers. In the context of private registries, Docker images are the software components that are stored and distributed via the registry.