If you want it easy, you can buy something like a Synology NAS where you can install locally hosted Email, Contacts, Calendar, Dropbox and Photos servers with a few clicks. The software is of decent quality as well.

Obviously you pay for the convenience, but it's not a lot for self-hosted and maintained stack at home.