Countable nouns can be singular or plural and refer to things that can be counted, such as one tree or many trees. Uncountable nouns refer to things that cannot be counted or measured in individual units, such as sugar, water, or butter. The document provides examples of countable nouns in their singular and plural forms and lists common uncountable nouns.