I got frustrated with the Youtube recommendation system, and built a search engine of videos I scraped: https://www.findlectures.com
I'm relying primarily on trusted recommendations - if someone I trust likes a speaker, I'll index channels where they speak. This doesn't scale well, but it has made for a tool that works really well for doing research.