Stored procedures allow for grouping SQL statements and parameters to be stored and executed on a database. They provide more capabilities than scripts such as error handling and security. Parameters can pass data into and out of stored procedures. Stored procedures use structures like IF/ELSE, CASE, and cursors to implement decision-making and looping functionality similar to programming languages. Transactions allow grouping statements to commit or rollback changes and ensure data integrity.