Codd's rules, defined by Edgar Codd, outline 13 criteria for database management systems to qualify as relational database management systems (RDBMS). Key principles include guaranteed access to data, systematic treatment of null values, physical and logical data independence, and the ability to define integrity rules within the database. The document also discusses ACID properties which ensure reliable transactions: atomicity, consistency, isolation, and durability.