The purpose of data normalization in databases is to eliminate redundancy and improve data integrity. Normalization involves organizing data into structured tables, ensuring that each piece of data is stored only once. This process minimizes the chances of anomalies during data insertion, updating, or deletion. By implementing normalization, databases are more efficient, easier to maintain, and provide consistent data quality, ultimately enhancing overall system performance and reliability in data management.