Yes you can. Have you checked here: Kubuntu Guide
If you are new to Linux it is good to read ahead and learn. The folks at the ubuntu/kubuntu forums are a very helpful bunch too, as well as the folks here...but.....
is always good too.
The installation is easy and there is much help and guidance along the way. Just read the choices carefully.