Computer parts

Can anyone on the list give me any recommendations for online stores to buy computer parts or for that matter warnings of places to avoid. I am looking to build my first system since coming to this country and don't know any of the suppliers. I always used to use http://www.ebuyer.com when I was in the UK and am looking for something similar in Melbourne. Stripes.