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Course Description

When a data project leaves your hands, the ethical choices you made will travel with it, and those choices can sometimes lead to significant consequences. In this course, you will apply your knowledge to situations where seemingly small ethical choices made by individuals result in large, “macro-ethics” problems of fairness, justice, privacy, and consent. You will trace the data science lifecycle to anticipate consequences and discuss the importance of transparency and accountability in your work. Finally, you will practice applying moral imagination to a data lifecycle and ecosystem then develop recommendations for monitoring and intervention based on that context. By recognizing the connections between desk-level choices and world-level impacts, you will acquire the skill to move your data science work in a positive direction.

Faculty Author

Liz Karns

Benefits to the Learner

  • Recognize the macro-level ethical problems of bias, fairness, and justice in data science
  • Include consent, privacy, and safety as significant aspects of data science work
  • Promote transparency as an aspect of accountability
  • Evaluate an outcome’s unintended consequences and ethical choice points
  • Trace the data science lifecycle to anticipate consequences
  • Practice applying moral imagination to a data lifecycle and ecosystem
  • Develop recommendations for monitoring and intervention

Target Audience

  • Data and machine learning scientists
  • Data bank managers and curators
  • Model and algorithm developers
  • Data protection managers and privacy stewards
  • Ethics officers
  • Statisticians
  • IT managers and technology consultants
  • Data and business analysts
  • Software developers and programmers
  • Quality and security engineers
  • Compliance professionals
  • Lawyers

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in
Type
2 week
Dates
Jul 24, 2024 to Aug 06, 2024
Total Number of Hours
10.0
Course Fee(s)
Contract Fee $100.00
Type
2 week
Dates
Nov 13, 2024 to Nov 26, 2024
Total Number of Hours
10.0
Course Fee(s)
Contract Fee $100.00
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