What is the difference between a ladybug and an Asian beetle?

Simply the coloration.  Take a closer look, if you see a brigh red color with black spots then you're looking at a Ladybug.  If you're looking at something with dark orange coloring (with or without dark spots on the body) then you're looking at an Asian Beetle.