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Technology and Society

How data quality impact on a discriminatory and biased outcome in Machine Learning.

Much is said about discriminations and biases through predictions and profiles made by Machine Learning algorithms, but very little is said about the quality of the data used to train that algorithm as one of the causes of those discriminations.

In this article I talk about the problem of using low data quality to train algorithms, and how organizations can be more transparent and ethical.

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