Is amusement park a noun

Yes, the Word 'amusement park' is a compound noun, a noun made up of two or more Words that form a noun with a meaning of its own.

The noun 'amusement park' is a Word for an outdoor area with fairground rides, refreshments, and other entertainments; a Word for a thing.