Dang, I did my phd in L2-based spaces... completely worthless now!
[1] The dimension of both is probably infinite, but one is a proper subspace the other.
Wikipedia is not your friend, it seems. It's just terse definitions. Perhaps other math sites are more helpful.
I actually studied dispersive pdes (Schodinger, KdV, etc.), though not with a computer. In that study, the properties of the Fourier transform on L2-based spaces are very important.
The other joke is a that I do software now, so of course the phd was useless, haha!