Annoying indeed. I created a script using ffmpeg to merge all the 2-min clips into a longer video per chapter[1], so I could watch the lectures on my commute.

You may need to tweak for different courses, but I've used for ML4T, GIOS, and ML, and it has been incredibly helpful.

[1] https://github.com/guiambros/vidcat