Category: Blog Article
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Responsible Artificial Intelligence is Good Business
AI Investment, Artificial Intelligence, Ethical Standards, Responsible AI Adoption, Return on InvestmentAuthor: Raj Shekhar; Publisher: LSE Business Review; Publication Year: 2022. The following article focusses on how companies that adopt responsible artificial intelligence (AI) experience higher returns on their AI investment. Business leaders globally must coalesce…
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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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Ethics in Data Science and Proper Privacy and Usage of Data
Author: Prateek Majumder; Publisher: Analytics Vidhya; Publication Year: 2022. The following blog post defines the concept of ethics in data science and emphasizes the importance of data privacy and ownership. Companies and organizations collecting and…
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The Importance of Data Ethics in the Digital Age
Author: Prakash Mishra; Publisher: NTT Data; Publication Year: 2020. The following article focuses less on what data scientists are doing on a daily basis and instead talks about regulation and how data professionals can push…
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Understanding Data Bias
Biased Data, Data Collection, Data Modeling, Discriminatory Practices, Omitted Variable Bias, Response BiasAuthor: Prabhakar Krishnamurthy; Publisher: Medium; Publication Year: 2019. The following article discusses how most datasets suffer from bias which can affect conclusions drawn from the data in a way that is discriminatory. This paper describes…
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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…
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Beyond Good Intentions: Navigating the Ethical Dilemmas Facing the Technology Industry
Author: Paul Silvergate; Publisher: Deloitte. Insights; Publication Year: 2021. The following resource from Deloitte that plots stats for 5 ethics concerns and what people care about at the moment (in October 2021). The article includes…