Category: Diversity, Equity & Inclusion
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10 Data Science Ethics Questions
Bias Mitigation, Data Accuracy, Data Collection, Data Representation, Data Usage, Legal Rights, Project ScopeAuthor: Jeff Saltz; Publisher: Data Science Process Alliance; Publication Year: 2022. The following article provides 10 questions for a data science team to incorporate ethics into their projects. These questions address various aspects of ethics…
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Artificial Intelligence Ethics and Bias
Author: James M. Connolly; Publisher: Information Week; Publication Year: 2022. The following article is a great, comprehensive description of artificial intelligence (AI) ethics and bias with a lot of supporting articles linked throughout. It begins…
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Tackling Bias in Artificial Intelligence
Author: Jake Silberg, James Manyika; Publisher: McKinsey & Company; Publication Year: 2019. The following article discusses 2 opportunities that artificial intelligence (AI) presents to today’s society: the opportunity to reduce the effect of human bias,…
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Twelve Principles of Data Ethics
Author: Jacob Metcalf; Publisher: Ethical Resolve; Publication Year: 2016. The following post provides a list of 12 “universal principles of data ethics.” Although the full reports from which these were derived are not available through…
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Good Practice Principles for Data Ethics in the Public Sector
Data Sharing, Government, Open Data, Open Government, Organization for Economic Cooperation and Development, Public Sector, TransparencyAuthor: Jacob Arturo Rivera Pérez; Publisher: Organization for Economic Cooperation and Development; Publication Year: N/A. The following document is written by the Organization for Economic Cooperation and Development (OECD) within the Open and Innovative Government…
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Why You Should Have an AI & Ethics Board
Accountability, Algorithms, Clarity, Consumer Data, Data Governance, Data Interpretation, Ethical Use, Privacy by Design, TransparencyAuthor: Jack Berkowitz; Publisher: Information Week; Publication Year: 2022. The following article discusses how before using consumer data, technology companies need to evaluate if they need to use the data. Companies and organizations need to…
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AI and Data Ethics: 5 Principles to Consider
Author: Jack Berkowitz; Publisher: ADP; Publication Year: N/A. The following article aims to define a framework for data ethics within human resources. Berkowitz lists 5 common principles of data ethics that can help answer the…