The document provides a comprehensive guide for installing Hadoop on a single node using Ubuntu 14.04, detailing prerequisites such as Java and SSH installation. It includes instructions on creating a Hadoop user, downloading and configuring Hadoop, setting environment variables, and formatting the namenode. Additionally, the document outlines the process for starting Hadoop daemons and verifying the installation through specific commands and web interfaces.