I've never heard of anyone wanting to make them go away. You should ask your doctor.
Is there anything I can do to make them go away?
You don't. They are a part of the breast.
how do you get rid of them?
Dear R08169689: You are likely describing a normal feature of breast anatomy. The little lumps on the aereola are called montgomery's glands. They are entirely normal.