Agreed. I've never really gotten into neural networks, most of the times I start but get distracted or bored/lost and suddenly enough a Vertiasium video pops up and about everything just slots into place, stuff you've glossed over or heard before just make sense.
https://www.youtube.com/watch?v=GVsUOuSjvcg. Start at minute 4:00.