Tag: Data Science

Ethics of Data & Analytics Concepts & Cases

Big Data, Big Data Analytics, Data Science, Moral Responsibility

Author: Kirsten Martin; Publisher: Auerbach Publications; Publication Year: 2022. The following book talks about the ethics of data and analytics. It talks about how every decision made in todays businesses has a moral component since…
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Evolutionary Game Theory Could Predict Dangerous AI

Artificial Intelligence, Business Environments, Data Science, Social Environments, Software Development

Author: Kimberly Mok; Publisher: TheNewStack; Publication Year: 2022. The following article takes a different approach to understanding ethics in data science. The author attempts to simulate the race to create smarter and smarter artificial intelligence…
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Data Science for Social Good with Datakind’s Jake Porway

Data Science, Datakind, Social Good

Author: Jake Porway; Publisher: O’Reilly Media; Publication Year: 2015. The following video discusses how data for good is becoming very popular, but many people are not thinking deeply about ethics as they do it, and…
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Data Science Ethics Checklist

Checklist, Data Science, Data Storage, Model Deployment

Author: N/A; Publisher: Driven Data; Publication Year: N/A. The following resource is Deon which is a command line tool that generates an ethics checklist to help decide if your project is an ethical data science…
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Good Data

Criminology, Data Science, Digital Humanities, Digital Media, Interdisciplinary, Justice, Law, Philosophy, Political Science, Public Health, Renewable Energy, Social Media, Sociology

Author: Angela Daly, S. Kate Devitt, Monique Mann; Publisher: Insitute of Network Cultures (Google Books); Publication Year: 2019. The following book moves away from critiquing bad data and instead brainstorms a more optimistic vision of…
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An Ethical Checklist for Data Science

Achieving Sustainable Results, Analysis, Building the Team, Data Collection, Data Science, Implementation, Project Selection & Scoping, Social Impact

Author: Alan Fritzler; Publisher: Data Science for Social Good; Publication Year: N/A. The following article provides a framework for key questions data scientists should ask themselves as they pursue their projects. The article argues that…
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How to Interview a Tech Company: A Guide for Students

Analytics, Corporate Ethics, Data Science, Equity, Job Search, Perpetuating Disparities, Students

Author: N/A; Publisher: AI Now Institute; Publication Year: 2019. The following article has readers consider the importance of how a company acts ethically or unethically, or even if there are considerations in place. As we…
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Automated Soccer Head Impact Exposure Tracking Using Video and Deep Learning

Artificial Intelligence, Data Science, Data-Driven Algorithm, Moneyball, Sports Industry, Video Information, Video Recognition

Author: Ahmad Rezaei and Lyndia C. Wu; Publisher: Nature; Publication Year: 2022. The following article is a practical and strong use case for AI-driven technologies in video recognition. This data-driven algorithm uses video information to…
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