Docker is a tool that allows applications to run reliably from one computing environment to another in lightweight execution environments called containers. It solves the problem of differences in computing environments by running applications within standardized containers that have all their dependencies, so they can run on any Docker host regardless of the underlying infrastructure. The presentation demonstrated how Docker works, how to build Docker images using Dockerfiles, and how Docker is being used by companies and integrated into platforms like OpenStack.