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Create and Lead an Ethical Data-Driven Organization
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CertNexus

Create and Lead an Ethical Data-Driven Organization

This course is part of CertNexus Certified Ethical Emerging Technologist Professional Certificate

Aaron Hui
Abhishek Gupta

Instructors: Aaron Hui

Instructors

Instructor ratings

We asked all learners to give feedback on our instructors based on the quality of their teaching style.

4.7 (7 ratings)
Aaron Hui
Aaron Hui
CertNexus
3 Courses•34,017 learners
Abhishek Gupta
Abhishek Gupta
CertNexus
2 Courses•26,663 learners

21,516 already enrolled

Included with Coursera Plus

•Learn more
5 modules
Gain insight into a topic and learn the fundamentals.
4.6

(86 reviews)

Beginner level

Recommended experience

Recommended experience

Beginner level

General business knowledge.

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

5 modules
Gain insight into a topic and learn the fundamentals.
4.6

(86 reviews)

Beginner level

Recommended experience

Recommended experience

Beginner level

General business knowledge.

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
  • About
  • Outcomes
  • Modules
  • Recommendations
  • Testimonials

What you'll learn

  • Lead an applied ethics initiative, and champion its crucial importance.

  • Promote an ethical organizational culture.

  • Develop and implement ethical organizational policies and a code of ethics.

  • Evaluate the effectiveness of a code of ethics with internal and external stakeholders.

Skills you'll gain

  • Stakeholder Engagement
  • Culture Transformation
  • Change Management
  • Data Ethics
  • Ethical Standards And Conduct
  • Business Ethics
  • Policy Analysis
  • Governance Risk Management and Compliance
  • Policy Development
  • Business Leadership
  • Compliance Management
  • Governance
  • Employee Engagement
  • Strategic Leadership
  • Organizational Leadership

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 assignments

Taught in English

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Build your Machine Learning expertise

This course is part of the CertNexus Certified Ethical Emerging Technologist Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from CertNexus

There are 5 modules in this course

Creating and leading an ethical data-driven organization, when done successfully, is a cultural transformation for an organization. Navigating a cultural shift requires leadership buy in, resourcing, training, and support through creation of boards, policies, and governance. Beyond leadership and organization, it is imperative to engage employees through forums and incentive programs for continual involvement. A strong understanding of ethical organizational policies provides the foundation for consistent monitoring to maintain an ethical culture.

In this fifth course of the CertNexus Certified Ethical Emerging Technologist (CEET) professional certificate, learners will develop strategies to lead an applied ethics initiative, champion its crucial importance, and promote an ethical organizational culture. Learners will learn how to develop and implement ethical organizational policies and a code of ethics. They will also be prepared to evaluate the effectiveness of policies with internal and external stakeholders. This course is the fifth of five courses within the Certified Ethical Emerging Technologist (CEET) professional certificate. The preceding courses are titled Promote the Ethical Use of Data-Driven Technologies, Turn Ethical Frameworks into Actionable Steps, Detect and Mitigate Ethical Risks, and Communicate Effectively about Ethical Challenges in Data-Driven Technologies.

The first module in this course begins by outlining strategies for building ethics into the organization's culture. An ethical culture promotes ethical behavior in all areas of the business and encourages all internal stakeholders to engage in ethical behavior, regardless of department or individual roles and responsibilities.

What's included

13 videos3 readings1 assignment1 discussion prompt

13 videos•Total 53 minutes
  • Create and Lead an Ethical Data-Driven Organization Course Introduction•2 minutes•Preview module
  • CEET Specialization Introduction•7 minutes
  • Course Welcome & Success Tips•1 minute
  • The Importance of Having Ethics at the Core of Your Company Culture•2 minutes
  • Ethical Organizational Culture•5 minutes
  • Leadership Championing•4 minutes
  • Creating an Ethics Board•6 minutes
  • Organizational Resourcing•3 minutes
  • Change Management•4 minutes
  • Employee Voice•2 minutes
  • Ethics Training•4 minutes
  • Culture-Building Workshops•3 minutes
  • Incentive Structures•3 minutes
3 readings•Total 37 minutes
  • Overview•2 minutes
  • Get help and meet other learners. Join your Community!•5 minutes
  • Building Data and AI Ethics Committees•30 minutes
1 assignment•Total 30 minutes
  • Ethical Organizational Culture Quiz•30 minutes
1 discussion prompt•Total 10 minutes
  • Ethical Culture in Your Organization•10 minutes

In this module, you'll explore some of the foremost ethical issues and principles that an organization must consider integrating into its governance and policies. Many of these considerations will be crucial to the process of building an ethical organization.

What's included

12 videos1 reading1 assignment1 discussion prompt

12 videos•Total 45 minutes
  • The Challenges in Ethical Governance of Data-Driven Technologies•2 minutes•Preview module
  • Corporate Governance•3 minutes
  • Ethical Risk Reviews•5 minutes
  • Shared Principles from Common Ethical Frameworks•3 minutes
  • Fair Competition•3 minutes
  • Open Data•3 minutes
  • Intellectual Property•3 minutes
  • Legal and Regulatory Requirements•3 minutes
  • Human Rights•3 minutes
  • Animal Welfare•3 minutes
  • Environmental Concerns•4 minutes
  • Economic and Labor Impacts•5 minutes
1 reading•Total 2 minutes
  • Overview•2 minutes
1 assignment•Total 30 minutes
  • Ethical Considerations in Governance and Policy Making Quiz•30 minutes
1 discussion prompt•Total 10 minutes
  • Ethical Considers in Your Organization•10 minutes

In this module, you'll begin work on a code of ethics, an important building block for any organization that wishes to promote ethical behavior in the development of its data-driven technologies. You'll explore not only the creation of a code of ethics, but proper methods for deploying that code.

What's included

9 videos3 readings1 assignment1 discussion prompt

9 videos•Total 28 minutes
  • The Importance of a Code of Ethics•1 minute•Preview module
  • Code of Ethics•3 minutes
  • Internal and External Stakeholders•3 minutes
  • Potential Areas of Concern for Ethical Practices•4 minutes
  • Potential Impediments to Changes in Ethical Practices•3 minutes
  • Draft a Code of Ethics•2 minutes
  • Pilot Program•3 minutes
  • Update and Ratify the Code of Ethics•2 minutes
  • Code of Ethics Deployment•2 minutes
3 readings•Total 62 minutes
  • Overview•2 minutes
  • Code of Ethics vs Code of Conduct•30 minutes
  • Sample Ethics Codes for Data-Driven Technologies•30 minutes
1 assignment•Total 30 minutes
  • Code of Ethics Quiz•30 minutes
1 discussion prompt•Total 10 minutes
  • Code of Ethics in Your Organization•10 minutes

Now that you've created an ethical organizational culture, evaluated key ethical considerations, and developed a code of ethics, you can begin working on the practical implementation of ethics in the form of policies. In this module, you'll develop and deploy policies that ensure your ethical vision is achieved and maintained.

What's included

14 videos2 readings1 assignment1 discussion prompt

14 videos•Total 57 minutes
  • The Importance of Ethical Organizational Policies•1 minute•Preview module
  • Policies and Procedures•4 minutes
  • Identify Need and Policy Owners•4 minutes
  • Gather Information and Draft the Policy•3 minutes
  • Consult Stakeholders•4 minutes
  • Approve and Publish the Policy•4 minutes
  • Establish Procedures to Support the Policy•3 minutes
  • Implement the Policy•4 minutes
  • Monitor and Refresh the Policy•4 minutes
  • Surveys and Focus Groups•7 minutes
  • Sentiment Analysis of Public Discussion•4 minutes
  • Health Checks of Code of Ethics, Policies, and Procedures•4 minutes
  • Tracking Number and Severity of Ethical Violations•2 minutes
  • Peer Benchmarking•4 minutes
2 readings•Total 32 minutes
  • Overview•2 minutes
  • Avoiding Ethics Washing•30 minutes
1 assignment•Total 30 minutes
  • Policy Development and Monitoring Quiz•30 minutes
1 discussion prompt•Total 10 minutes
  • Policies in Your Organization•10 minutes

You'll work on one or more projects in which you'll apply your knowledge of the material in this course to practical scenarios.

What's included

2 peer reviews

2 peer reviews•Total 300 minutes
  • Corporate Code of Ethics Proposal•120 minutes
  • Ethical Culture Program•180 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Instructor ratings

Instructor ratings

We asked all learners to give feedback on our instructors based on the quality of their teaching style.

4.7 (7 ratings)
Aaron Hui
Aaron Hui
CertNexus
3 Courses•34,017 learners
Abhishek Gupta
Abhishek Gupta
CertNexus
2 Courses•26,663 learners

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CertNexus

Offered by

CertNexus

CertNexus is a vendor-neutral certification body, providing emerging technology certifications and micro-credentials for Business, Data, Development, IT, and Security professionals. CertNexus’ exams meet the most rigorous development standards possible which outlines a global framework for developing personnel certification programs to narrow the widening skills gap.

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