In Microsoft Power BI, cardinality defines how rows in one table relate to rows in another table. A one-to-many relationship is the most common, where one dimension record connects to many fact records, many-to-one is the reverse view of the same relationship, and many-to-many allows multiple matching records on both sides but can introduce ambiguity, performance issues, and more complex filtering behavior if not modeled carefully.