Since my father is busy, I'll go instead.

Literal

Father [subject-が] busy [because-ので], I [subject-が] in-place-of goes [polite-ます].

代わりに means 'in place of / instead.' 私が uses が to mark the speaker as the one who will go — emphasizing the contrast with the father who can't.