Yes, on 32 & 64 bit installs, but as ever, you will likely see 3 to 3.5gb due to the inherent limitations of 32bit machines completely independent of the operating system.
This is an ok-ish explanation of memory limitations in 32bit systems.
The 4GB Windows Memory Limit: What does it really mean? - Brian Madden - BrianMadden.com