Embracing ethical data practices from "summary" of Weapons of Math Destruction by Cathy O'Neil
Embracing ethical data practices means taking responsibility for the data we collect and the algorithms we create. It involves being mindful of how our decisions impact individuals and communities, especially those who are already marginalized or vulnerable. By prioritizing ethics in our data practices, we can ensure that our algorithms are fair, transparent, and accountable. One way to embrace ethical data practices is to consider the consequences of our algorithms. We must ask ourselves: who is being harmed by this algorithm? Who is benefiting? Are there unintended consequences that we haven't considered? By thinking critically about the impact of our algorithms, we can work towards creating solutions that are not only effective but also ethical. Transpare...
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