Author: lnbressa
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The Hitchhiker’s Guide to Responsible Machine Learning
Author: Przemysław Biecek, Anna Kozak, Aleksander Zawada; Publisher: GitHub; Publication Year: 2022. The following comic focusses on the need to learn the importance and application of different Explainable Artificial Intelligence (XAI) concepts and methods in…
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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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Why Develop a Data Science Code of Ethics?
Author: N/A; Publisher: Inside Bloomberg; Publication Year: 2018. The following video shows clips interviewing various data scientists regarding ethical codes among people in their profession. Because data science can impact many people’s lives, people must…
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Executives Admit to Unethical Data Collection Practices, But There is a Solution
Author: N/A; Publisher: PKWARE; Publication Year: 2021. The following article brings to light that there are companies out there that know they are unethically collecting data on consumers; however, there are some companies that are…