In order to back up a MySQL database server on Windows, create a batch file to call mysqldump and create a Scheduled Task in Windows to call that batch file.
I found a good solution by „Bradford Mitchell“ in the comments to the mysqldump documentation.
Since I got some errors like „28 Was Unexpected At This Time„, I did some adjustments to the file (primarily, I added quotes around several paths).