This is a slang that is said in the African American or black community in the United States and it means to let go of your inhibitions and act out of character, truly enjoy yourself and your life. When you do this, it often surprising other people and they say "Get down with your bad self!" as a way to encourage you to let go and live life more spontaneously more often.