Any exercise helps in the long run (definitely for labor), just be careful to not over work yourself, take breaks and careful of the abs as you get farther along
I do yoga once a week in a class and try to walk every night. I would advise you ask your OB before joining a workout class and speak with the teacher to be sure they allow pregnant women and know the alterations you will need to make as you grow.