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Data Science Ethics
edX
Course
Beginner
Free to Audit
Certificate

Data Science Ethics

The University of Michigan

Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making.

3 hrs/week4 weeksEnglish19,886 enrolled
Free to Audit

About this Course

As patients, we care about the privacy of our medical record; but as patients, we also wish to benefit from the analysis of data in medical records. As citizens, we want a fair trial before being punished for a crime; but as citizens, we want to stop terrorists before they attack us. As decision-makers, we value the advice we get from data-driven algorithms; but as decision-makers, we also worry about unintended bias. Many data scientists learn the tools of the trade and get down to work right away, without appreciating the possible consequences of their work. This course focused on ethics specifically related to data science will provide you with the framework to analyze these concerns. This framework is based on ethics, which are shared values that help differentiate right from wrong. Ethics are not law, but they are usually the basis for laws. Everyone, including data scientists, will benefit from this course. No previous knowledge is needed.

What You'll Learn

  • Who owns data
  • How we value different aspects of privacy
  • How we get informed consent
  • What it means to be fair

Prerequisites

  • The ability to think critically about the impact of one's decisions.

Instructors

H

H. V. Jagadish

Bernard A Galler Collegiate Professor, Electrical Engineering and Computer Science

Topics

Bayesian Statistics
Data Ethics
Policy Analysis
Data Analysis

Course Info

PlatformedX
LevelBeginner
PacingUnknown
CertificateAvailable
PriceFree to Audit

Skills

الإحصاء البايزي
أخلاقيات البيانات
تحليل السياسات
تحليل البيانات

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