How to keep desktop music off other devices

I just updated my iphone, macbook air and desktop to Apple Music. I have a lot of music on my desktop that I don't really want showing up on my other devices, but there it is. Is there a way to have my online music on my desktop without having the desktop's music show up on my iPhone and Macbook Air?