Hi there. Noun and verb phrases are elements of syntax. They don't have much directly to do with prepositions, except for showing where prepositional phrases can be located in a sentence.

Hello I am a English learner as a blingual. I started to improve to English prepositions. How important are to learn noun phrases and verb pharases about learning prepositions.