Portrait Mode vs Landscape Mode on iPad

Ever since the iPhone starting taking “Portrait mode” pictures, there has been confusion regarding the iPad usage modes. The iPad has two ways of holding and using it. Portrait mode and landscape. Also referred as vertical and horizontal mode. Portrait mode = vertical and landscape = horizontal. Here is a picture of the two modes:

From Apple support