The document provides an overview of functions in Oracle SQL, highlighting stored programs that assist in data manipulation and custom functionality through PL/SQL. It categorizes functions into single-row (e.g., numeric, character, conversion, and datetime functions) and multi-row functions (e.g., avg, sum, min). Additionally, it describes the dual table in Oracle that allows testing expressions when no tables exist.