Tag: Bias
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If Data Could Talk: The Ethics of Visualizing Data on Race
Author: Andy Cotgreave; Publisher: Tableau; Publication Year: 2020. The following podcast episode/video features hosts discussing how our data is not race-neutral, and that we as a society are starting to wake up and be more…
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7 Types of Bias in Machine Learning
Bias, Bias Testing, Data Collection, Development Cycle, Diversity, Domain Expertise, High-Quality Data LabelingAuthor: N/A; Publisher: Telus International; Publication Year: 2021. The following article discusses how ensuring a diverse team is important, but you can “enlist the help of someone with the domain expertise to review your collected…
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AI Solutions to Change Your Business
Accountability, Autonomous Vehicles, Banking & Finance, Bias, Business, Ethical Framework, Fortune 500, Guide, Healthcare, Robotics, Technology Sector, TransparencyAuthor: N/A; Publisher: Accenture; Publication Year: N/A. The following framework is unique in that it is not published by a third party, a data ethics organization, or an educator. Rather, this is the ethical framework…
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Why Embracing Ethical AI is Critical for Insurers
Analytics Governance, Artificial Intelligence, Bias, Documentation, Ethical Approach, Frameworks, Insurance, Quality Assurance, Subject Matter ExpertiseAuthor: Abhishek Lall; Publisher: Verisk; Publication Year: 2021. The following article identifies 3 ways that AI can go wrong in the insurance industry: biased and hidden data, incomplete data, and gaps in subject matter expertise.…
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Reducing Bias in AI-Based Financial Services
Accuracy, Artificial Intelligence, Banking & Finance, Bias, Data Governance, Data Governance Programs, Discrimination, Ethical Data Frameworks, Fairness, Gender, Machine Learning, Modeling, Predictions, RaceAuthor: Aaron Klein; Publisher: The Brookings Institution; Publication Year: 2020. The following paper goes in depth regarding why establishing and maintaining proper data governance programs and ethical data frameworks are so important to financial institutions.…