Responsible Data
Data is a valuable tool that should be used to help, and never to harm, individuals. Using data responsibly is more than just ensuring compliance with data privacy and security laws. It is also important to create a culture in which data is trusted and used ethically to support individuals and enhance society.
Research shows that in practice, ensuring responsible data can be thought of as a social element of data quality, complementing the technical element.
Source: A Survey of Data Quality Requirements That Matter in Machine Learning Development Pipelines
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