Choose 'Grades' from your course menu on the left, select the drop down menu and scroll to the bottom of the options provided to 'Export'. Next select 'Excel Spreadsheet'.
You may even set parametres for the content you wish to download, choose columns, display options etc. Select the additional options by opening 'Export Format Options'. When finished 'Download'.
Download and 'Save File'.