You don't need to use 'Aquarium Sand', if you're just looking for normal light coloured sand then you can used play sand (the kind used in childrens sand pits) or pool filter sand.
Ive heard that some plces up north carry south down sand for cheap, I havent been able to find it down here. Its supposed to be great for aquariums as it also buffers the water