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Many music schools offer music education degrees, often with options to emphasize choral conducting. In some states, after teaching for a couple of years, you will also have to get a masters (either in education or in music education).
Music Education would something you can look into. That's the most direct way of achieving your goals.
Choral music education or just do BA in music and get master's in choral conducting