If you simply want to take a class or classes online, you would follow the process described above for applying as a guest student. Then you will be free to select either face-to-face or online courses.
You will need to check with the faculty member or academic department to be certain. However, many faculty now use a service that allows for remote proctoring as long as students have a computer with a web cam.