I found this shortcut accidentally while deleting an email in gmail which is (Shift + 3, i.e #)
Press Windows + number(1,2,3.. . so on) for applications pinned to taskbar. Starting from the start menu button, 1 is the first application, 2 is the second, 3 is the third. Cool huh!