There are a few different ways to set up weekly or recurring events:
To set up one website for all events, use Custom Questions so your attendees can choose the date/time they want to attend.
To set up one website for each event, first create one event site; then duplicate the event site for each additional event. You can send out invites each week to your past attendee list.