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.
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