Relational algebra is a procedural query language used to define operations on relations in databases, forming the theoretical basis for SQL. It includes a variety of operators like selection, projection, and joins, which are essential for manipulating and retrieving data. The document also discusses nested queries, SQL syntax, set operations, and aggregate functions that are fundamental to SQL queries.