Docker is an open-source platform designed to automate the deployment of applications through containers, providing portability and scalability across various environments. It originated from the Dotcloud project and has gained significant adoption due to its advantages like reduced overhead compared to virtual machines and improved productivity. Containerization simplifies application deployment and testing, making it easier for developers to manage applications efficiently.