Square Sums
Part Two is also well worth a look, but you need to have watched Part One.
Here's a slower look at the sequence Charlie Turner put together in Part Two.
The videos feature Matt Parker and Charlie.
Matt's book - as discussed - can be found here.
More Matt on Numberphile can be found via this playlist.