* Proper noun: When referring to the people of the Netherlands, "Dutch" is a proper noun, like "French" or "Spanish". It's capitalized and is the name of a specific group.
* Common noun: When referring to the language, "Dutch" is a common noun. It's not capitalized and describes a general category (in this case, a language).
So, it depends on the sentence!