Noun case refers to the grammatical category that indicates the function of a noun within a sentence, such as whether it is a subject, object, or possessive. Understanding noun cases is essential for correct subject-verb agreement, as they help clarify the role each noun plays in relation to the verb and other elements in a sentence.