Hey @muxens ! 🙂
I hope you are enjoying your time in the Community!
It is currently not possible to download albums offline in the desktop app - as referenced in this support article.
There is a live idea though that you can vote on -or follow- to possibly see this implemented.
Hope this was helpful and have an amazing day! 🙂