The Golf Club of Georgia 1 Golf Club Dr, Alpharetta, GA30005 The Golf Club of Georgia, located in the Windward neighborhood of Alpharetta, is a pure golf club that appeals to…More serious golfers. It has two Arthur Hills-designed 18-hole golf courses that are home to a number of professional tournaments. The championship courses also host the collegiate golf tournament. There's a strict dress code. Memberships include corporate, traditional, junior and national.