It's completely normal during pregnancy. I think the white milky discharge is the body's natural defence against infections, but i'm not 100% on that.
During pregnancy you are going to have a huge increase in discharge, as long as it isn't foul smelling or any color other than white or clear there is no reason to worry.
Start wearing a panty liner, it is going to get worse as your pregnancy goes on.