Normalization is the process of reducing data duplication in a database. It involves separating relations into multiple tables to eliminate anomalies like insertion, deletion, and modification anomalies. The document describes the process of normalizing a sample "ClientRental" table from an unnormalized form to first, second, and third normal form through removing repeating groups and splitting tables based on functional dependencies between attributes.