Bias Avoidance

Panel Discussion: Data Ethics in the Stories We Tell

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Author: N/A; Publisher: ParsonsTKO; Publication Year: 2021. The following video discusses how data storytelling is essential for any good data scientist. This makes it even more important for data scientists to be aware of privacy concerns, and avoid bias, and misinterpretation. This video includes panelists that all have expertise in the data ethics and regarding public relations. For example, if you publish a…

Inequality in the Data Science Industry

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Author: Aisulu Omar; Publisher: Towards Data Science; Publication Year: 2022. The following article discusses how data scientists should be more cognizant of the role they play in organizations. Their skill set as a tool can be potentially used by malicious actors. One way to counter this is to ensure representation in the training dataset in order to avoid bias. The article mentions…