Uncountable nouns refer to things that can't be counted individually or expressed in discrete units, such as water, music, or information. While uncountable nouns don't take a number, they can be modified by other quantity words like "some," "much," or "a lot" to indicate specificity or amount. Common quantity words used with uncountable nouns include "much," "a lot," "enough," and "less."