In reference to the open courseware, is there a way to either just download all of the videos in bulk, or view them as part of a single video? It looks like they're broken down into ~2 minute long video clips through the Ed platform, which is very annoying.

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

You can download the lectures from many of the courses, but not all, from the site.