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You can start by using any old PC you have laying around and install Proxmox on it. Proxmox is a free hypervisor that allows you to make virtual machines and containers which makes it easy to setup and administrate servers/services. This will give you a good foundation to start playing around and give you an idea of your resource requirements.
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Well, that explains Windows 11.