A database is a collection of organized data that can be manipulated and accessed using DBMS. DBMS allows users to interact with databases through data definition, update, retrieval, and administration functions. Some key points covered include that Edgar Codd proposed the relational database model, SQL is the standard language for accessing and updating databases, and normalization organizes data to reduce redundancy and inconsistencies.