Is the word garbage an uncountable noun?

Yes, the Word garbage is an uncountable noun, a type of aggregate noun (a Word representing an indefinite number of elements or parts)

Units of uncountable nouns are expressed in amounts, for example "a piece of garbage", "a pile of garbage", a lot of garbage", etc.