The delightfully low-tech (you can’t beat brown wrapping paper and sharpies!) British version of Vi Hart is James Grime and his co-conspirators at Numberphile. They make “Videos about numbers and stuff”.
Here’s a couple of their videos to get you started:
Why 1 is not a prime.
And the black hole forming Graham’s Number: