The lecture stops all of a sudden and then starts over - why is that happening?

In most cases this has to do with the strength of your internet signal and the stability of that signal.  If you lose your internet connection during the session, then it is possible that it could stop.  You can, however, restart it and  use the video player controls to fast forward.  Note: it might work better if you let the video download into your browser first.