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Why data preparation frameworks rely on human-in-the-loop systems (oreilly.com)
11 points by datascientist on July 2, 2015 | hide | past | favorite | 1 comment


Much machine learning, essentially mapping in-the-wild data to training sets, uses de facto human goals.

Active and integrated human-in-the-loop training deserves tool development towards an orientation for domain experts over ML/datascience experts.

While further algorithmic development creates opportunities for scale, this is more correctly a UX problem.




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