Docker is an operating-system-level virtualization tool that allows developers to run applications in containers, which package necessary libraries and dependencies. It differs from virtual machines by sharing a single kernel and is open-source, enabling user contributions to enhance functionality. The document also includes frequently asked interview questions related to Docker, covering concepts like Docker containers, images, Docker Hub, and Docker Swarm.