switch off Apple Music advertising on my Mac (macOS Monterey, version 12.0.1)

How can I switch off the Apple Music advertising on my mac?

I bought 2000 a lot of music and video's, I put all my CD's into iTunes (now Apple Music) I will NOT take an apple music subscription (it is way too expensive, Spotify is 6 euro cheaper), and yet I keep on getting these ads on moving to Apple Music. I switched it off on all my mobile devices. But on my MAC it keeps on popping up. Please help...

For a company like Apple that is so pro-choice and pro-privacy, they sure push their services annoyingly