KDD stands for Knowledge Discovery in Databases. It is the overall process of discovering useful knowledge from data, encompassing data cleaning, integration, selection, transformation, mining, and interpretation. Note it is 'in' not 'of' - the preposition matters for the correct acronym. This is a foundational concept in data mining and machine learning.