Containerization with Docker allows applications to run in isolated containers that share computing resources. Docker containers bundle applications and dependencies together, making them portable across different environments. The Docker architecture uses a client-server model, with a Docker daemon managing the execution of containers on a host. Images contain the files and metadata needed to run applications, and are built from layers to optimize disk usage and deployment. Docker provides lightweight containers that start faster and use less memory than virtual machines.