Docker isn't super necessary, there are some scripts out there that hide a good bit of how it works like the official ansible playbook or lemmy-easy-deploy.

I use docker to easily run many pieces of software in isolation from each other, it's like VMs if you're familiar with those, but different in some key ways that don't really matter for this discussion.