Pack up your golf clubs and tennis rackets and get active in nature as you play a game of golf or tennis at Atlanta Memorial Park. The park stretches along Peachtree Creek, where the pivotal Battle of Peachtree Creek took place during the Civil War in 1864. While exploring the area, you'll see various historical markers telling the story of this beautiful park where history meets the great outdoors.