Apache Ambari is an open-source platform for managing and monitoring Hadoop clusters, offering features such as a web UI, REST API, centralized security setup, and health visibility. It allows for simplified installation, configuration, and automated cluster creation using blueprints. Additionally, the document mentions support for Debian on the Dragonboard 410c, including dual camera interface driver design and upstream gStreamer support.