Category: Diversity, Equity & Inclusion
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Ethics and AI: 3 Conversations Companies Need to Have
Author: Reid Blackman, Beena Ammanath; Publisher: Harvard Business Review; Publication Year: 2022. The following article discusses how over the past few years, the question of how to address ethical problems relating to data has become…
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Our Ethics + Responsible Data Science Practices at DataKind
Author: Rachel Wells; Publisher: DataKind; Publication Year: 2022. The following article provides a great definition of ethics for the data science field. Her goal is not to create a one-stop-shop for ethical frameworks because she…
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What is AI Ethics?
AI Lifecycle, Artificial Intelligence, Data Privacy, Explainability, Fairness, IBM, Robustness, TransparencyAuthor: Phaedra Boinodiris; Publisher: IBM Technology; Publication Year: 2021. The following article discusses how artificial intelligence (AI) is making decisions that directly impact all of us. People assume that because AI is a machine, the…
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The Ethics of Data Visualization
Author: Peter Haferl; Publisher: Medium; Publication Year: 2019. The following article discusses how data science is not only about analyzing data and interpreting results, but also about telling a story around these results. Oftentimes, these…
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Understanding AI Bias in Banking
Author: Pedro Saleiro; Publisher: Feedzai; Publication Year: 2020. The following document discusses how recent events pushed organizations and individuals to push back against biases in financial institutes. In the digital age, however, it is not…