In Red Hat, you have different schemes for installing software. Any file that is *.rpm, you install it by doing a rpm -ivh filename. If the file name is *.tar.gz, you need to do a tar -xvzf filename. If the file is simply gzipped (.gz extension), then you can do as monkey said and do a gunzip filename
Sounds like you have alot of learning to do. 😀