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"universal function approximator" is probably the most useless and actively harmful phrase that's taught by courses "teaching AI" when all they really do is imp
by shreyshnaccount 4y ago
"universal function approximator" is probably the most useless and actively harmful phrase that's taught by courses "teaching AI" when all they really do is import sklearn. A universal function approximator doesn't guarantee how long you'll have to train a net, or if you'll get good results, just that's it's possible to show any function as a series of mat mults and non linearities. Could say the same about polynomials, or even adding terms of sines and cosines like the Fourier series. This is a load of BS that needs to be removed from beginner courses