As a service to the community, I thought I would write it down in one place...
How to get started with RapidMiner Server.
https://www.youtube.com/playlist?list=PLxW1mEz6yxhXXy_0aoR7qb8s2xFL8IMBwOK - it's Ubuntu - other operating systems will work as well.