Nautical miles and knots kinda make sense because "Historically, it was defined as one sixtieth of the distance between two parallels of latitude separated by one degree."

Feet for altitudes are not ideal, but it's become a convention (in China they use meters) (Now if they were to mix feet and miles in the altitude that would have been bad)