Docker is an open-source platform designed to automate the deployment, scaling, and operation of applications using containerization. It enables developers to package an application with all of its dependencies into a standardized unit known as a container, which ensures that the application runs consistently across various computing environments. Key features of Docker include container orchestration with Docker Swarm, advanced networking capabilities, a registry service for sharing containers, and tools for building, managing, and distributing applications.