You can omit the preposition in this phrase.

However, the preposition+relative pronoun (which) part becomes a relative adverb (where).

He concentrated on his study of prepositions.

In English there are eight main parts of speech: noun, verb, adjective, adverb, pronoun, preposition, conjunction and finally interjection.