wow discovering Hamming’s lecture was enough for me! so good
The course was also the basis for his book _The Art of Doing Science and Engineering_ (1997). At first it takes some getting used to as you have the feeling it may be outdated, but it's about teaching a style of thinking. It's great.
Two of the lectures were spent on building intuition for very high dimensionality (this one), and another on neural networks, because he thought there was a big chance they were going to be important. In the early 90s, not bad.