Docker allows for the deployment of applications inside lightweight Linux containers. It uses Linux kernel features like namespaces and cgroups to isolate containers and share resources efficiently. Docker images are read-only templates that stack together using a union filesystem like overlayfs. This approach allows for fast deployment of containers from images that can be committed, shared, and versioned using Dockerfiles and a registry. Docker simplifies deployment across teams and environments while improving security and portability of applications.