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This is a great point, and I think I fall into that bucket you describe. I have just enough information to be dangerous.

There does seem to be a lack of available tools even for someone with a well-defined problem with available labelled data to validate implementing machine learning to a problem. I think that there's a need out there for a software with a GUI that can accept data and let you try some ML approaches with it and take the coding out of it - and it doesn't seem like it would be insanely difficult to build.



Check out outlier.ai. Also I think there was a company in the most recent YC batch that tackled this problem.




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