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University of Michigan

Data Science Ethics

What are the ethical considerations regarding the privacy and control of consumer information and big data, especially in the aftermath of recent large-scale data breaches? This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting and managing big data. Explore the broader impact of the data science field on modern society and the principles of fairness, accountability and transparency as you gain a deeper understanding of the importance of a shared set of ethical values. You will examine the need for voluntary disclosure when leveraging metadata to inform basic algorithms and/or complex artificial intelligence systems while also learning best practices for responsible data management, understanding the significance of the Fair Information Practices Principles Act and the laws concerning the "right to be forgotten." This course will help you answer questions such as who owns data, how do we value privacy, how to receive informed consent and what it means to be fair. Data scientists and anyone beginning to use or expand their use of data will benefit from this course. No particular previous knowledge needed.

状态:Bayesian Statistics
状态:Data Ethics
初级课程小时

精选评论

MP

5.0评论日期:Oct 3, 2021

This course is very helpful about the ethics to be followed in data capturing, data sharing and data usage etc. Over all it's very useful for me to get understanding on Data ethics.

DS

5.0评论日期:Jul 25, 2019

Very good course with excellent examples and a balanced approach. My only issue was that the pace of the presentation was a little too slow at times. Content-wise, excellent.

YY

5.0评论日期:May 27, 2022

Engaging and interactive. The instructor really turned boring theoretical details into thought-provoking interesting questions!Kudos!

ED

5.0评论日期:Jul 31, 2024

Very interesting course. The explanation has been made very easy with examples and references and the quizzes to test one's understanding at the end of each topic.

KG

5.0评论日期:Sep 15, 2021

I enrolled on the course due to my curiosity. The instructor made the course interesting all through out. I will apply the things I have learned here on my job as a Safety personnel.

C

5.0评论日期:Jan 27, 2020

I think some of the concepts are really new and hard to grasp. But that's with everything we are learning that's new. Uncomfortable is good.

KN

4.0评论日期:Jul 8, 2020

This is a good course that provides a high-level overview of different aspects of data ethics. It is light i.e. you can complete the course without it being onerous on your time.

PG

5.0评论日期:Mar 2, 2021

The instructor really explained everything well and in detailed manner. I appreciate all the videos and case studies. Those tools help me to understand the subject in a deeper manner.

AY

5.0评论日期:Mar 17, 2019

Absolutely delightful to have Professor Jagadish walking us through the course. The course was informative and very stimulating. Opens up to a new world of data science ethics. Thank you!

LA

5.0评论日期:Jun 26, 2019

I really enjoyed the material and the way it was presented. Even though I am not new to the topic, still more avenues and perspectives were supported with very good examples. Very refreshing.

SM

5.0评论日期:May 14, 2018

Excellent Course. Gives interesting and detailed perspectives on ethical matters related to how data can be used and should be used.

DD

5.0评论日期:Jun 19, 2021

Awesome course that is being carefully prepared. The case studies are classic hence it is rather easy to correlate with the identified problem being introduced throughout the course.

所有审阅

显示:20/287

Aaron Zerhusen
2.0
评论日期:Feb 17, 2018
Daithi M. Walsh
2.0
评论日期:Mar 24, 2018
Katherine Schulze
2.0
评论日期:Jan 23, 2019
Phoebe Joanne Go
5.0
评论日期:Mar 3, 2021
Chris Volion
1.0
评论日期:Feb 2, 2023
HARSH MOHAN
5.0
评论日期:Aug 4, 2023
Mule Siva Naveen Reddy
1.0
评论日期:Aug 17, 2020
Kim Kyllesbech Larsen
5.0
评论日期:Jul 8, 2018
Leila Tamara Alexander
5.0
评论日期:Jun 27, 2019
Anny Yiu
5.0
评论日期:Mar 17, 2019
Darmain Segaran
5.0
评论日期:Jul 25, 2019
Marco Mambrini
5.0
评论日期:Aug 9, 2018
Esha Dhir
5.0
评论日期:Jul 31, 2024
Joel D. Malissa
5.0
评论日期:Jul 1, 2018
Julie Sutton
5.0
评论日期:Jun 28, 2024
Reema Alajaji
5.0
评论日期:Nov 10, 2025
Isabel Hirama
4.0
评论日期:Mar 20, 2018
Nancy Antoine
4.0
评论日期:Aug 22, 2024
Debra Li-En TAN
4.0
评论日期:Jan 29, 2019
Brian Waite
3.0
评论日期:Apr 14, 2021