Following document is the easiest guide that was available.
Basically after downloading, you need to first make sure you have rpm build tool installed. This can be checked by following command.
rpm -q rpm-build
Next you can run the sdk.bin that you downloaded. ./package-name.bin
By running above it will install IBM on your machine. You could check with java -version option.