I've always liked yoga. Even did it as a JW. I do a little yoga almost every day but seem to get more interested in it in the spring for some reason. It is helpful for keeping you in shape for other sports.
I'm a guy and I've done yoga for many years (off and on since 1974). If you are looking for the "inner peace thingy" I would advise you to add meditation to your daily routine.