The correct way to write "German language" is with a lowercase "g." The word "German" should be capitalized when it is used as an adjective to describe something that is from or related to Germany, as in "German food" or "German culture." However, when it is used to refer to the language spoken in Germany, it should be written with a lowercase "g."