Linux places no special demands on hardware, so there are generally no limitations when choosing a Linux system. Even more feature-rich desktop distributions like Ubuntu with the Gnome desktop, ...
Moving from Windows to Linux doesn't require much of a learning curve and brings some real benefits, but you need to accept a few compromises.