While logged in, you can tell which courses are next (current), upcoming and completed.
To view a "completed" class, you will need to scroll down to the bottom of the page until you find the class that you want to view again. It will be listed under the "Completed Classes" heading. Click on it. Then press the play icon.
Hope that helps.