This document discusses different types of databases including relational databases which structure data in tables and allow querying similar to how one thinks, as well as NoSQL databases which prioritize practical use over theoretical structure and require database-specific querying. It provides examples of some NoSQL databases, lists databases commonly used, and recommends resources for learning more about Ruby on Rails and databases from Stanford University professors.