Normalization is a process involving multiple stages called normal forms that aims to eliminate data redundancy and enhance database design by defining relationships between attributes. While denormalization can compromise normal forms to meet performance needs, higher normalization levels are generally preferred for data integrity. Key concepts include candidate keys, transitive dependencies, and the importance of eliminating repeating groups to ensure each table row defines a single entity.