you can start with
shared hosting and open source forum, if you have a budget issue.
If you aimed to commercialize your forums and bring it further, repeatedly you need to have popular forum scripts like vbulletin.
Once your forum is growing you can consider to upgrade to vps hosting or
Dedicated Server Hosting.