Docker Compose is a tool that allows users to define and run multi-container Docker applications. It allows defining services in a docker-compose.yml file so they can run together in an isolated environment. The three steps to using Docker Compose are: 1) Define the app environment with a Dockerfile, 2) Define services in docker-compose.yml, and 3) Run docker-compose up to start the entire application.