The R project is a vast open-source statistical package, which miles ahead of any other statistical package in terms of its power and flexibility. Its only disadvantage? You have to write commands. In other words, you have to actually understand what you are doing, instead of blindly clicking around. There are currently more than 1000 packages available for it.
Links
Task Views for particular tasks. Many manuals, books and other documentation. The FAQs. Rnews, a valuable source of information. A gallery showcasing the graphs that R can produce. The JSS features R packages regularly. Let's not forget the R-wiki. Finally, R and the FDA.