Here's why:
* Common nouns refer to general categories of people, places, or things.
* Proper nouns are specific names for people, places, or things and are always capitalized.
Since "math" refers to the general subject of mathematics, it's a common noun.
Examples:
* Common noun: I love math.
* Proper noun: My favorite teacher is Mrs. Smith.