Create and Lead an Ethical Data-Driven Organization
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Course Summary
This course aims to teach ethical data-driven technology leadership skills to professionals who want to make better decisions in their organizations. The course covers topics such as ethical decision-making, responsible data management, and designing for fairness and accountability.Key Learning Points
- Learn how to make ethical decisions as a data-driven technology leader
- Understand the importance of responsible data management
- Explore the key concepts of designing for fairness and accountability
Related Topics for further study
- Ethical decision-making
- Responsible data management
- Fairness and accountability
- Data privacy
- Data ethics
Learning Outcomes
- Understand the principles of ethical decision-making
- Develop skills to manage data responsibly
- Learn how to design for fairness and accountability
Prerequisites or good to have knowledge before taking this course
- Basic knowledge of data management
- Familiarity with ethical principles
Course Difficulty Level
IntermediateCourse Format
- Online self-paced
- Video lectures
- Quizzes and assignments
Similar Courses
- Data Ethics
- Ethics in AI
- AI for Everyone
Related Education Paths
Notable People in This Field
- Kate Crawford
- Virginia Eubanks
Related Books
Description
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.
Knowledge
- 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.
Outline
- Promote an Ethical Organizational Culture
- Create and Lead an Ethical Data-Driven Organization Course Introduction
- CEET Specialization Introduction
- Course Welcome & Success Tips
- The Importance of Having Ethics at the Core of Your Company Culture
- Ethical Organizational Culture
- Leadership Championing
- Creating an Ethics Board
- Organizational Resourcing
- Change Management
- Employee Voice
- Ethics Training
- Culture-Building Workshops
- Incentive Structures
- Overview
- Building Data and AI Ethics Committees
- Ethical Organizational Culture Quiz
- Maintain Ethical Considerations in Governance and Policy Making
- The Challenges in Ethical Governance of Data-Driven Technologies
- Corporate Governance
- Ethical Risk Reviews
- Shared Principles from Common Ethical Frameworks
- Fair Competition
- Open Data
- Intellectual Property
- Legal and Regulatory Requirements
- Human Rights
- Animal Welfare
- Environmental Concerns
- Economic and Labor Impacts
- Overview
- Ethical Considerations in Governance and Policy Making Quiz
- Develop and Deploy a Code of Ethics
- The Importance of a Code of Ethics
- Code of Ethics
- Internal and External Stakeholders
- Potential Areas of Concern for Ethical Practices
- Potential Impediments to Changes in Ethical Practices
- Draft a Code of Ethics
- Pilot Program
- Update and Ratify the Code of Ethics
- Code of Ethics Deployment
- Overview
- Code of Ethics vs Code of Conduct
- Sample Ethics Codes for Data-Driven Technologies
- Code of Ethics Quiz
- Develop and Deploy Ethical Organizational Policies
- The Importance of Ethical Organizational Policies
- Policies and Procedures
- Identify Need and Policy Owners
- Gather Information and Draft the Policy
- Consult Stakeholders
- Approve and Publish the Policy
- Establish Procedures to Support the Policy
- Implement the Policy
- Monitor and Refresh the Policy
- Surveys and Focus Groups
- Sentiment Analysis of Public Discussion
- Health Checks of Code of Ethics, Policies, and Procedures
- Tracking Number and Severity of Ethical Violations
- Peer Benchmarking
- Overview
- Avoiding Ethics Washing
- Policy Development and Monitoring Quiz
- Apply What You've Learned
Summary of User Reviews
Learn how to become an ethical data-driven technology leader with this course on Coursera. Users have praised the course for its in-depth and practical approach to understanding ethical issues in technology.Key Aspect Users Liked About This Course
Practical approach to understanding ethical issues in technologyPros from User Reviews
- In-depth coverage of ethical issues in technology
- Real-world examples and case studies
- Engaging and interactive course materials
- Insightful and knowledgeable instructors
- Useful resources and readings provided
Cons from User Reviews
- Some users found the course content to be too basic
- The course may not be suitable for those with a strong background in ethics or technology
- The course can be time-consuming and requires a significant commitment
- Some users found the course to be too theoretical and lacking in practical application
- The course may not be relevant for those in certain industries or professions
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