Decimal representations are divided into three main categories: terminating decimals that end after a finite number of digits, recurring decimals that have repeating patterns, and non-terminating, non-recurring decimals which represent irrational numbers. Understanding these distinctions helps in identifying the nature of numbers and their uses in mathematics.