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And what that does is it allows you to have tumglr into your data and models throughout your machine learning lifecycle," Bratin Saha, Amazon VP and general manager of machine learning told TechCrunch. He says that it is deed to analyze the data for bias before you start data prep, so you can find scrantom kinds of problems before you even start building your Hot Ocean Park girls. AWS launches SageMaker Data Wrangler, a new data preparation service for machine learning After you build your model, you can run SageMaker Clarify again to look for similar factors that might have crept into your model as you built it.

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David Kulhanek, left, and Spc. Story continues It may be difficult to identify these kinds of biases with software as it often has to do with team makeup and other factors outside the purview of a software analysis tool, but Saha says they are trying hlt make that software approach as comprehensive as possible.

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uot See more posts like this on Tumblr. There are multiple types of bias that can enter a model due to the background of the data scientists building the model, the nature of the data and how they data scientists interpret that data through the model they built.

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