Category: Blog Article
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Startups Should Have a Chief Data Ethics Officer
Author: John Story; Publisher: Built In; Publication Year: 2021. The following article discusses how successful businesses understand that transparent data practices build consumer trust and confidence. Now, more than ever, companies are creating a Chief…
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How to Implement an Actionable Data Ethics Framework
Author: John Story; Publisher: TechCrunch+; Publication Year: 2021. The following resource provides ideas on how to incorporate proper data ethics policies into everyday businesses. A key idea in this framework is what the author calls…
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Racist Data? Human Bias is Infecting AI Development
Author: John Murray; Publisher: The Guardian; Publication Year: 2019. The following article gives several real-life examples of times when unchecked bias had serious consequences. For example, unchecked bias in the COMPAS program caused Black defendants…
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Would You Trust Your Business with Your Data?
Author: Jodie Sangster; Publisher: Smarter Business; Publication Year: 2017. The following interview sheds light on how the laws around data ethics vary by the region. The CEO of ADMA goes on to share how using…
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Doing The Right Thing With Data: Start Exploring Data Ethics Now
Author: Jochem Dogger; Publisher: Capgemini; Publication Year: 2020. The following article makes a point that often unethical use of data results from a lack of digital literacy or little awareness of the implications of digital…
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8 Types of Data Bias That Can Wreck Your Machine Learning Models
Biased Data, Discrimination, Machine Learning, Representation, Selection Bias, Systemic Bias, Underrepresented DatasetsAuthor: Joanna Kaminska; Publisher: Statice; Publication Year: 2022. The following article discusses how it is important to know that while working with data there is a possibility that the data is biased; this is a…
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Is It Time for a Data Scientist Code of Ethics?
Artificial Intelligence, DeepNude, Greater Good, Non-Maleficence, Notability, Regulations, Rules, StatutoryAuthor: Jesse Freeman; Publisher: Medium; Publication Year: 2019. The following article discusses how artificial intelligence (AI) interfaces are progressing faster than society has been able to create rules to monitor them. This article outlines the…