What will happen if I'll shut down the server?

If I’ll shut down the server will I loos all of my data?

No… unless your web root and data folder are on a RAMdisk?

No reason, but turn it off properly. For exemple, with Debian :
Otherwise, you can lose some data (data in the RAM only)