Submitted by GraciousReformer t3_118pof6 in MachineLearning
JackBlemming t1_j9n4bp2 wrote
Reply to comment by DigThatData in [D] "Deep learning is the only thing that currently works at scale" by GraciousReformer
This is true. Netflix famously didnt use some complex neural net for choosing shows you'd like exactly because it didnt scale. Neural nets are expensive and if you can sacrifice a few percentages to save hundreds of millions in server fees, it's probably good.
DigThatData t1_j9nlrii wrote
just to be clear: i'm not saying neural networks don't scale, i'm saying they're not the only class of learning algorithm that scales.
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