This chapter introduces fuzzy databases as an advanced method for handling and analyzing data with uncertainty, distinguishing them from traditional transactional databases. By utilizing fuzzy membership functions, fuzzy databases transform utility databases into representations where data is stored with degrees of certainty, enabling more flexible analysis. The chapter discusses theoretical representations of fuzzy databases, practical considerations for database implementation, and methods for identifying fuzzy frequent patterns.