I wish to do M.Ed regular degree without attending any classes.

If that is the case, then you would have to do the course as distance or correspondence. But, in a regular course that would not be possible.

You cannot complete your M.Ed degree without attending the classes. You need to attend minimum 75% classes to be eligible for semester exams. Try to attend regular classes, you will learn lots of new things there. Best of luck.