Docker is an open-source containerization platform that enables developers to create, ship, and run applications in consistent environments. It includes components like the Docker engine, images, and a registry for sharing, and offers advantages such as memory efficiency and speed, but can introduce complexity in management. Docker significantly enhances app deployment and is essential for modern cloud-native application development.