There are several really nice golfing communities in Atlanta. See below 3 popular choices to consider:
The East Lake Golf Club is located off of Alston Drive in southeast Atlanta. It is the oldest golf course in the city of Atlanta. Nearby surrounding communities include, East Atlanta, East Lake Terrace, Kirkwood and Edgewood.
The Druid Hills Golf Club is situated off of Clifton Road Northeast. Other amenities offered by this facility include, a swimming pool, tennis court, dining terrace and fitness center. The surrounding neighborhood of the Druid Hills Golf Club, is Druid Hills (after which the facility gets its name).
The Bobby Jones Golf Course is a pretty popular golfing course. It is located in northern Atlanta, off of Woodward Way (in the Atlanta Memorial Park area). There is also a nearby tennis court (the Bitsy Grant Tennis Center). This is perfect if you just so happen to be a tennis lover as well. Springlake, Collier Hills North, and Woodfield are just a few of the neighborhoods that are in close proximity to this golf course.
There are several others to choose from, so feel free to explore to see which communities you like the most. Good luck!