GO:0003854:   3-beta-hydroxy-delta5-steroid dehydrogenase activity
Catalysis of the reaction: a 3-beta-hydroxy-delta(5)-steroid + NAD+ = a 3-oxo-delta(5)-steroid + NADH + H(+).