No. Windows paint does not support transparency, although using color purple RGB: 255,0,255 could be used as a transparent color. Some programs pick it up, but MS Paint does not natively support transparency.
Paint.net (free program) does support transparency, and is easy to use. It even does support alpha-transparency.