I really want to know if I can major in nutrition with no chemistry background. It’s been two years or more since I took chemistry.

Please ask your school guidance counselor. He/she is much more in tune with requirements and prerequisites for the various majors.

Each school will have its required courses for all majors. So only the school you want to go to, can answer that