What are some important optimizations that can be made to a website to reduce the loading time?
As already mentioned, you can use Yslow or PageSpeed firefox extension. But you can also use GTmetrix, an online service scanning your page with both tools.
Features I like / use:
(by the way, i'm not related to gtmetrix !)