Creeping Charlie is an annual weed. The most effective way to be rid of it is to pull it, and stay on top of it throughout its active growing season, which unfortunately, begins in mid to late spring and continues through frost.
is the link to the University's Lawn Care website. It contains many useful links that you may find helpful throughout the growing season. Good luck!