To drop or withdraw from a class that has already started, you will need to sign into the EGCC Student Portal, click on Student Forms, and select Drop Course. Fill out the form and it will be processed by the Registrar's Office at their earliest convenience.
If the class hasn't started yet you should be able to drop the classes through the my account section of the student portal. The details are outlined here.