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Questions? Ask us:

contact@wikiedu.org

Course name
DATS 6450 - Ethics for Data Science
Institution
George Washington University
Instructor
Simson Garfinkel
Wikipedia Expert
Ian (Wiki Ed)
Subject
Data Science Ethics
Course dates
2022-01-12 00:00:00 UTC – 2022-04-26 23:59:59 UTC
Approximate number of student editors
15


Ethical issues are increasingly at center of developing, deploying and using data science. Efforts to supplement human with artificial intelligence create systems that can impact the wellbeing, happiness, and even the lives of human beings without oversight or failsafe controls. Such systems need more than precision and accuracy: they need to reflect the ethical principles of the world in which we wish to live.

This course introduces a range of ethical topics that are relevant to today’s data scientists, starting a brief introduction to ethical systems, intellectual property and wicked problems. Next, the course analyzes topical ethical problems that have resulted through the deployment of data science and information technology. Finally, the course explores approaches that have been put forth to solve these problems.

Classes are mostly discussions employing the case study method. Labs explore key issues in at the intersection of data science and ethics. Students enrolling in this class should have a working knowledge of Python and machine learning.

Student Assigned Reviewing
Rohanpaul93 Credit scorecards
Sramx User research 100 Women in Finance
Ethic Factor1 Vastaamo, Vastaamo data breach Financial technology in India
Stache777
Lovedong Robot ethics Master in Data Science
Atidke9 Financial technology in India 100 Women in Finance
An Equestrian Wikipedia and fact-checking Credit scorecards, Financial technology in India
Venkatapalaka Black in AI Natasha Noy
Releti7 Natasha Noy Black in AI
WA Datasi 100 Women in Finance
Sagar1424 Analytics in higher education
Ashwindixit Master in Data Science
Wanting14 Medical data breach

Timeline

Week 1

Course meetings
Tuesday, 18 January 2022
In class - Introduction to the Wikipedia assignment

Welcome to your Wikipedia assignment's course timeline. This page guides you through the steps you'll need to complete for your Wikipedia assignment, with links to training modules and your classmates' work spaces.

Your course has been assigned a Wikipedia Expert. You can reach them through the Get Help button at the top of this page.

Resources:

Milestones

This week, everyone should have a Wikipedia account.

Assignment - Get started on Wikipedia

Create an account and join this course page, using the enrollment link your instructor sent you. (Because of Wikipedia's technical restraints, you may receive a message that you cannot create an account. To resolve this, please try again off campus or the next day.)

Assignment - Wikipedia assignment blog

Begin a blog about your experiences. You can use discussion questions to frame your entries, or reflect on the research and writing process. Create at least one blog entry each week during the Wikipedia assignment.

Week 2

Course meetings
Tuesday, 25 January 2022
Assignment - Evaluate Wikipedia

Week 3

Course meetings
Tuesday, 1 February 2022
Assignment - Choose possible topics

Resource: Editing Wikipedia, page 6

Week 4

Course meetings
Tuesday, 8 February 2022
Assignment - Add to an article

Week 5

Course meetings
Tuesday, 15 February 2022
Assignment - Exercise

Week 6

Course meetings
Tuesday, 22 February 2022
Assignment - Start drafting your contributions

Reach out to your Wikipedia Expert if you have questions using the Get Help button at the top of this page.

Resource: Editing Wikipedia, pages 7–9

Milestones

Everyone has begun writing their article drafts.

Week 7

Course meetings
Tuesday, 1 March 2022
Assignment - Peer review two articles

Guiding framework

In class - Discussion

Thinking about Wikipedia

Milestones

Every student has finished reviewing their assigned articles, making sure that every article has been reviewed.

Week 8

Course meetings
Tuesday, 8 March 2022
Assignment - Respond to your peer review

You probably have some feedback from other students and possibly other Wikipedians. Consider their suggestions, decide whether it makes your work more accurate and complete, and edit your draft to make those changes.

Resources:

  • Editing Wikipedia, pages 12 and 14
  • Reach out to your Wikipedia Expert if you have any questions.

Week 9

Course meetings
Tuesday, 22 March 2022
Assignment - Begin moving your work to Wikipedia

Now that you've improved your draft based on others' feedback, it's time to move your work live - to the "mainspace."

Resource: Editing Wikipedia, page 13

Week 10

Course meetings
Tuesday, 29 March 2022

Week 11

Course meetings
Tuesday, 5 April 2022
Assignment - Continue improving your article

Exercise

Add links to your article

Now's the time to revisit your text and refine your work. You may do more research and find missing information; rewrite the lead section to represent all major points; reorganize the text to communicate the information better; or add images and other media.

Week 12

Course meetings
Tuesday, 12 April 2022
Assignment - Polish your work

Continue to expand and improve your work, and format your article to match Wikipedia's tone and standards. Remember to contact your Wikipedia Expert at any time if you need further help!

Week 13

Course meetings
Tuesday, 19 April 2022
Assignment - Final article

It's the final week to develop your article.

  • Read Editing Wikipedia page 15 to review a final check-list before completing your assignment.
  • Don't forget that you can ask for help from your Wikipedia Expert at any time!

Week 14

In class - In-class presentation

Guiding questions

Milestones

Everyone should have finished all of the work they'll do on Wikipedia, and be ready for grading.

From Wikipedia, the free encyclopedia
This Course Wikipedia Resources Connect
Questions? Ask us:

contact@wikiedu.org

Course name
DATS 6450 - Ethics for Data Science
Institution
George Washington University
Instructor
Simson Garfinkel
Wikipedia Expert
Ian (Wiki Ed)
Subject
Data Science Ethics
Course dates
2022-01-12 00:00:00 UTC – 2022-04-26 23:59:59 UTC
Approximate number of student editors
15


Ethical issues are increasingly at center of developing, deploying and using data science. Efforts to supplement human with artificial intelligence create systems that can impact the wellbeing, happiness, and even the lives of human beings without oversight or failsafe controls. Such systems need more than precision and accuracy: they need to reflect the ethical principles of the world in which we wish to live.

This course introduces a range of ethical topics that are relevant to today’s data scientists, starting a brief introduction to ethical systems, intellectual property and wicked problems. Next, the course analyzes topical ethical problems that have resulted through the deployment of data science and information technology. Finally, the course explores approaches that have been put forth to solve these problems.

Classes are mostly discussions employing the case study method. Labs explore key issues in at the intersection of data science and ethics. Students enrolling in this class should have a working knowledge of Python and machine learning.

Student Assigned Reviewing
Rohanpaul93 Credit scorecards
Sramx User research 100 Women in Finance
Ethic Factor1 Vastaamo, Vastaamo data breach Financial technology in India
Stache777
Lovedong Robot ethics Master in Data Science
Atidke9 Financial technology in India 100 Women in Finance
An Equestrian Wikipedia and fact-checking Credit scorecards, Financial technology in India
Venkatapalaka Black in AI Natasha Noy
Releti7 Natasha Noy Black in AI
WA Datasi 100 Women in Finance
Sagar1424 Analytics in higher education
Ashwindixit Master in Data Science
Wanting14 Medical data breach

Timeline

Week 1

Course meetings
Tuesday, 18 January 2022
In class - Introduction to the Wikipedia assignment

Welcome to your Wikipedia assignment's course timeline. This page guides you through the steps you'll need to complete for your Wikipedia assignment, with links to training modules and your classmates' work spaces.

Your course has been assigned a Wikipedia Expert. You can reach them through the Get Help button at the top of this page.

Resources:

Milestones

This week, everyone should have a Wikipedia account.

Assignment - Get started on Wikipedia

Create an account and join this course page, using the enrollment link your instructor sent you. (Because of Wikipedia's technical restraints, you may receive a message that you cannot create an account. To resolve this, please try again off campus or the next day.)

Assignment - Wikipedia assignment blog

Begin a blog about your experiences. You can use discussion questions to frame your entries, or reflect on the research and writing process. Create at least one blog entry each week during the Wikipedia assignment.

Week 2

Course meetings
Tuesday, 25 January 2022
Assignment - Evaluate Wikipedia

Week 3

Course meetings
Tuesday, 1 February 2022
Assignment - Choose possible topics

Resource: Editing Wikipedia, page 6

Week 4

Course meetings
Tuesday, 8 February 2022
Assignment - Add to an article

Week 5

Course meetings
Tuesday, 15 February 2022
Assignment - Exercise

Week 6

Course meetings
Tuesday, 22 February 2022
Assignment - Start drafting your contributions

Reach out to your Wikipedia Expert if you have questions using the Get Help button at the top of this page.

Resource: Editing Wikipedia, pages 7–9

Milestones

Everyone has begun writing their article drafts.

Week 7

Course meetings
Tuesday, 1 March 2022
Assignment - Peer review two articles

Guiding framework

In class - Discussion

Thinking about Wikipedia

Milestones

Every student has finished reviewing their assigned articles, making sure that every article has been reviewed.

Week 8

Course meetings
Tuesday, 8 March 2022
Assignment - Respond to your peer review

You probably have some feedback from other students and possibly other Wikipedians. Consider their suggestions, decide whether it makes your work more accurate and complete, and edit your draft to make those changes.

Resources:

  • Editing Wikipedia, pages 12 and 14
  • Reach out to your Wikipedia Expert if you have any questions.

Week 9

Course meetings
Tuesday, 22 March 2022
Assignment - Begin moving your work to Wikipedia

Now that you've improved your draft based on others' feedback, it's time to move your work live - to the "mainspace."

Resource: Editing Wikipedia, page 13

Week 10

Course meetings
Tuesday, 29 March 2022

Week 11

Course meetings
Tuesday, 5 April 2022
Assignment - Continue improving your article

Exercise

Add links to your article

Now's the time to revisit your text and refine your work. You may do more research and find missing information; rewrite the lead section to represent all major points; reorganize the text to communicate the information better; or add images and other media.

Week 12

Course meetings
Tuesday, 12 April 2022
Assignment - Polish your work

Continue to expand and improve your work, and format your article to match Wikipedia's tone and standards. Remember to contact your Wikipedia Expert at any time if you need further help!

Week 13

Course meetings
Tuesday, 19 April 2022
Assignment - Final article

It's the final week to develop your article.

  • Read Editing Wikipedia page 15 to review a final check-list before completing your assignment.
  • Don't forget that you can ask for help from your Wikipedia Expert at any time!

Week 14

In class - In-class presentation

Guiding questions

Milestones

Everyone should have finished all of the work they'll do on Wikipedia, and be ready for grading.


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