Category: Education & Training
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The AI Researcher Giving Her Field Its Bitter Medicine
Algorithms, Artificial Intelligence, Hippocratic Oath, Machine Learning, Mentorship, Research ImpactsAuthor: Max Levy; Publisher: Quanta Magazine; Publication Year: 2022. The following article contains an interview with Anima Anandkumar, a professor of computing at CIT & senior director of machine learning research at Nvidia, who focuses…
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Discrimination in a Sea of Data: Exploring the Ethical Implications of Student Success Analytics
Algorithms, Artificial Intelligence, Learning Management Systems, Machine Learning, Student Success AnalyticsAuthor: Maureen Guarcello, Linda Feng, Shahriar Panahi, Szymon Machajewski and Marcia Ham; Publisher: Educause Review; Publication Year: 2021. The following article pertains to the ethics of using artificial intelligence (AI) and/or machine learning (ML) to…
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Using Data Science to Boost Diversity, Using Diversity to Boost Data Science
Author: Matt Swayne; Publisher: Penn State; Publication Year: 2021. The following article discusses the symposium, “Harnessing the Data Revolution to Enhance Diversity,” which had the message “Data science can only be data science for good…
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Incorporate Inclusivity – Data Science Ethics Podcast
Author: Marie Weber, Lexy Kassan; Publisher: Data Science Ethics; Publication Year: 2020. The following podcast episode discusses making sure that minorities are represented in the process of both building and testing especially if the results…
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Ethics and Financial Markets: The Role of the Analyst
Author: Marianne M. Jennings; Publisher: The Research Foundation of CFA Institute; Publication Year: 2013. The following article discusses how the ethical issues that financial professionals face are no different from the ethical issues in any…
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Towards Data Science (Channel)
Author: N/A; Publisher: Medium; Publication Year: N/A. The following communication channel offers publications of independent authors if they follow specific guidelines specified by the editors. The channel places attention on the question of ethics in…
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Beyond Data Human Rights, Ethical and Social Impact Assessment in AI
Author: Alessandro Mantelero; Publisher: Open Access; Publication Year: 2022. The following section of this book focuses on the impact of artificial intelligence (AI) on individuals and society from a legal perspective, providing a comprehensive risk-based…
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Ethical Data Analytics II – Incorporate Ethics Into the Design of Data Projects
Author: Mando Rotman, Tom Jongen, Floor Komen; Publisher: IG&H; Publication Year: N/A. The following tool is an Ethical Risk Quick Scan for helping clients assess the ethical risks of their data. The following questions are…
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Increasing Transparency in Perspective’s Machine Learning Models
Author: Lucy Vasserman, John Cassidy; Publisher: Medium; Publication Year: 2019. The following article discusses how the Jigsaw team at Google analyzed Perspective API’s toxicity model, which gives toxicity scores to online comments from a variety…