According to the Kauffman Index… yes.

Georgia ranks 9th among the states in entrepreneurial activity, and Atlanta is 3rd among the 15 largest cities.  Here is the blurb from REALTOR® Magazine Online’s Daily Update.
 Entrepreneurial business is growing in many parts of the country with 495,000 new businesses per month started in 2007, according to the Kauffman [...]