This text is designed to teach the concepts and techniques of Docker and its ecosystem as applied to the field of data science. Besides introducing the core Docker technologies (the container and image, the engine, the Dockerfile), this book contains a discussion on building larger integrated systems using the Jupyter Notebook Server and open source data stores MongoDB, PostgreSQL, and Redis.