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 then use the video player controls to fast forward.  Note: it may work better if you let the video download into your browser first.