To delete multiple events from multiple calendars in Microsoft Calendar, you can:

1. Sign in to your Microsoft account.
2. Open the Calendar app.
3. Click on the Events button in the top left of the app.
4. Select the events you wish to delete, and then click Delete.
5. Finally, click Delete All in the confirmation window to confirm.