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Deep learning practitioners in industry practice a trade. These individuals should not be treated, evaluated, or criticized as if they were scientists. However,
by cs702 6y ago
Deep learning practitioners in industry practice a trade. These individuals should not be treated, evaluated, or criticized as if they were scientists. However, I do agree that people who claim to be doing scientific research should be judged as scientists :-)
> "Trades" don't have conferences and journals and researchers whose job it is to publish in them
Actually, there is a remarkably large number of associations, conferences, journals, and researchers for a remarkably large number of trades. I mean, you can find researchers in, say, the trucking trade figuring out whether using one type of wheel or another can reduce costs per mile driven by a cent or two in a particular class of trailer truck. The number of trade associations in the US alone is close to 100,000, covering nearly every aspect and level of skill in our economy: https://www.google.com/search?q=how+many+trade+associations+are+there+in+the+us https://www.google.com/search?q=how+many+trade+associations+...
- YeGoblynQueenne 6y ago>> Deep learning practitioners in industry practice a trade. That's a different statement than the one in the previous comment that I quoted, that "deep learning is a trade". I disagree with that satement specifically. Deep learning is not a trade. It's a subject of research in the field of AI, which remains a scientific field, despite the shoddy science that is typical in it. That there are people who apply (or try to) the results of deep learning research in the industry is another matter. People in the industry apply the results of computer science research. That doesn't make computer science research "a trade" in the sense that you say it.