For serious laps, try the North Sydney Olympic Pool (next to the Sydney Harbour Bridge) or for a lazier affair have a massage at Wylies Bath in Coogee.
Australian Impressionists like Tom Roberts and Frederick McCubbin, worked en plein air to depict the lovely coastal landscapes of Sydney's Coogee, Melbourne's Brighton and their de rigueur tableaus of primly dressed beach goers.