baby shower and birthday party?

Is it too much to have a birthday party with a baby shower together? was thinking about having a little family outting and than a baby shower another day but DH thinks it's unfair to have a party for one and not the other! Our LO is going to be 2 in March and I'm due May ! but had LO early