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Kirsten Martin
This course explores the ethical implications of data analytics. It connects old ideas – privacy, surveillance, power, justice, accountability, corporate responsibility, stakeholder theory – with new technologies and cases, such as the use of machine learning to predict crime. The course will prepare you to evaluate strategic arguments about the ethics of data analytics and to relate data analytics to ethical concepts so that you approach newer, ambiguous capabilities of technology and artificial intelligence with a critical eye.
Register for this course and see more details by visiting:
OpenCourser.com/course/cdna3l/ethics
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What's inside
Syllabus
Technological Bias and Critical Theories
Welcome to Week 1 of the course!
This week, you will participate in a variety of learning experiences so that you can begin framing your awareness of the biases inherent in technology.
First, you will view a welcome video from your instructor. Then, your instructor will introduce you to this week’s topic. You will review two case studies, complete two practice quizzes, and view your instructor’s analyses of the two case studies.
Finally, you will wrap up the week by completing one multiple-choice quiz and one reflective quiz so that you can apply the ethical theories you learn about this week to morally evaluate technology biases or preferences.
Read more
Syllabus
Technological Bias and Critical Theories
Welcome to Week 1 of the course!
This week, you will participate in a variety of learning experiences so that you can begin framing your awareness of the biases inherent in technology.
First, you will view a welcome video from your instructor. Then, your instructor will introduce you to this week’s topic. You will review two case studies, complete two practice quizzes, and view your instructor’s analyses of the two case studies.
Finally, you will wrap up the week by completing one multiple-choice quiz and one reflective quiz so that you can apply the ethical theories you learn about this week to morally evaluate technology biases or preferences.
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Examines the ethical implications of data analytics, which is a growing field in both industry and academia
Taught by Kirsten Martin, who researches and teaches on the ethics of data analytics
Develops ethical thinking and critical analysis skills, which are core skills for data analysts
Uses case studies and examples to illustrate ethical concepts in real-world scenarios, which helps learners understand the practical applications of ethical theories
Covers the latest developments in data analytics and AI ethics, which gives learners an edge in understanding innovation and groundbreaking topics
This course requires some background knowledge in data analytics and ethics, which may not be suitable for complete beginners
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Reviews summary
Essential ethics for technology professionals
According to learners, this course offers a highly relevant exploration of the ethical implications of data analytics and AI. Students praise its ability to provide a strong theoretical framework, connecting traditional ethical concepts with modern technological challenges. The inclusion of insightful case studies helps bridge the gap between theory and real-world application, challenging perspectives and fostering critical thinking. Some learners, however, note that the course tends to be more theoretical than practical, suggesting that those seeking hands-on ethical design implementation might need to supplement their learning. There are also mentions that the pacing can be quick, limiting the depth for some complex topics, and a few older case studies could benefit from updates.
Instructor effectively explains complex ethical dilemmas.
"The instructor's analysis of the two case studies was excellent."
"The instructor did a great job explaining complex ethical dilemmas."
"The instructor effectively introduced me to this week’s topic and provided valuable insights."
Practical application of concepts through real-world examples.
"The case studies were particularly insightful and helped me connect the theoretical concepts to real-world applications."
"I enjoyed the blend of philosophy and real-world examples that depicted how technology can discriminate."
"Reviewing two case studies helped me apply ethical theories to morally evaluate technology biases."
Connects established ethical theories to new technologies.
"It provides a robust framework for understanding and evaluating the ethical implications of data and AI."
"I appreciated the focus on privacy and fairness... blending of philosophy and real-world examples."
"The course connects old ideas – privacy, surveillance, power, justice – with new technologies."
Directly applicable to current tech industry challenges.
"This course was incredibly relevant to my work in data science. It truly opened my eyes to the ethical dilemmas inherent in AI and machine learning."
"Absolutely essential for anyone in tech. The modules on algorithmic bias and accountability were eye-opening."
"The course content is fantastic and highly relevant. It's a crucial subject for anyone in the tech industry."
Topics are covered broadly, potentially lacking deep dives.
"Good course, but a bit short for the depth of topics covered. Each week felt packed."
"Decent course, but some parts felt a bit rushed. The topics are crucial, but the depth felt inconsistent."
"It's a good starting point, but don't expect deep dives into every single aspect of tech ethics."
More theoretical than practical, may not suit all learners.
"I struggled to see direct applicability to my day-to-day work."
"I was hoping for more specific examples or actionable frameworks for ethical design, rather than just abstract theories."
"I came in expecting more practical guidance on how to *implement* ethical tech, but this course was very theoretical."
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Ethics of Technology with these
activities:
Review probability theory
Show steps
Refresh your understanding of probability theory to strengthen your foundation for this course.
Browse courses on
Probability Theory
Show steps
-
Review notes and textbooks on probability theory.
-
Solve practice problems to test your understanding.
Network with professionals in the field of data ethics
Show steps
Connect with individuals working in the field to gain insights, share ideas, and expand your professional network.
Browse courses on
Data Ethics
Show steps
-
Identify industry events, conferences, and meetups focused on data ethics.
-
Attend events and actively engage with attendees.
-
Follow up with individuals you connect with on LinkedIn and other professional platforms.
Explore case studies of ethical dilemmas in data analytics
Show steps
Examine real-world examples to enhance your understanding of ethical considerations in data analytics.
Browse courses on
Case Studies
Show steps
-
Identify reputable sources for case studies.
-
Read and analyze case studies, focusing on ethical implications.
-
Discuss and reflect on the ethical dilemmas presented.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Engage in peer discussions on ethical theories
Show steps
Participate in discussions with peers to deepen your understanding of different ethical perspectives.
Browse courses on
Ethical Theories
Show steps
-
Join or form peer discussion groups.
-
Prepare talking points on assigned ethical theories.
-
Engage in respectful and thoughtful discussions, considering multiple viewpoints.
Attend industry workshops on data ethics
Show steps
Engage with professionals and learn about best practices and emerging issues in data ethics through industry workshops.
Browse courses on
Data Ethics
Show steps
-
Identify and research upcoming data ethics workshops.
-
Register for and attend selected workshops.
-
Actively participate in discussions, ask questions, and network with attendees.
Develop a data analytics ethics statement
Show steps
Create a written statement outlining your own principles and guidelines for ethical data analytics practices.
Browse courses on
Data Ethics
Show steps
-
Research and gather information on data analytics ethics.
-
Identify key ethical considerations and develop your own principles.
-
Draft and revise your ethics statement, seeking feedback from peers or mentors.
Volunteer with organizations focused on data privacy and ethics
Show steps
Gain practical experience and contribute to the promotion of ethical data practices by volunteering with relevant organizations.
Browse courses on
Data Privacy
Show steps
-
Research and identify organizations focused on data privacy and ethics.
-
Inquire about volunteer opportunities and apply.
-
Participate in activities and projects that align with your interests and goals.
Review probability theory
Show steps
Refresh your understanding of probability theory to strengthen your foundation for this course.
Browse courses on
Probability Theory
Show steps
Show steps
Show steps
- Review notes and textbooks on probability theory.
- Solve practice problems to test your understanding.
Network with professionals in the field of data ethics
Show steps
Connect with individuals working in the field to gain insights, share ideas, and expand your professional network.
Browse courses on
Data Ethics
Show steps
Show steps
Show steps
- Identify industry events, conferences, and meetups focused on data ethics.
- Attend events and actively engage with attendees.
- Follow up with individuals you connect with on LinkedIn and other professional platforms.
Explore case studies of ethical dilemmas in data analytics
Show steps
Examine real-world examples to enhance your understanding of ethical considerations in data analytics.
Browse courses on
Case Studies
Show steps
Show steps
Show steps
- Identify reputable sources for case studies.
- Read and analyze case studies, focusing on ethical implications.
- Discuss and reflect on the ethical dilemmas presented.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Engage in peer discussions on ethical theories
Show steps
Participate in discussions with peers to deepen your understanding of different ethical perspectives.
Browse courses on
Ethical Theories
Show steps
Show steps
Show steps
- Join or form peer discussion groups.
- Prepare talking points on assigned ethical theories.
- Engage in respectful and thoughtful discussions, considering multiple viewpoints.
Attend industry workshops on data ethics
Show steps
Engage with professionals and learn about best practices and emerging issues in data ethics through industry workshops.
Browse courses on
Data Ethics
Show steps
Show steps
Show steps
- Identify and research upcoming data ethics workshops.
- Register for and attend selected workshops.
- Actively participate in discussions, ask questions, and network with attendees.
Develop a data analytics ethics statement
Show steps
Create a written statement outlining your own principles and guidelines for ethical data analytics practices.
Browse courses on
Data Ethics
Show steps
Show steps
Show steps
- Research and gather information on data analytics ethics.
- Identify key ethical considerations and develop your own principles.
- Draft and revise your ethics statement, seeking feedback from peers or mentors.
Volunteer with organizations focused on data privacy and ethics
Show steps
Gain practical experience and contribute to the promotion of ethical data practices by volunteering with relevant organizations.
Browse courses on
Data Privacy
Show steps
Show steps
Show steps
- Research and identify organizations focused on data privacy and ethics.
- Inquire about volunteer opportunities and apply.
- Participate in activities and projects that align with your interests and goals.
Career center
Learners who complete Ethics of Technology will develop knowledge and skills
that may be useful to these careers:
Technology Ethicist
Technology Ethicist
The University of Notre Dame's Ethics of Technology course is highly recommended for aspiring Technology Ethicists. This course will provide you with a solid foundation in the ethical principles and theories that guide the development and use of technology. As a Technology Ethicist, you'll be responsible for evaluating the ethical implications of new technologies and providing guidance to organizations on how to use technology responsibly. This course will equip you with the knowledge and skills to excel in this emerging field.
Digital Rights Advocate
Digital Rights Advocate
The Ethics of Technology course at the University of Notre Dame can be a transformative experience for Digital Rights Advocates. This course will provide you with a deep understanding of the ethical issues surrounding digital privacy, surveillance, and free expression. As a Digital Rights Advocate, you'll be fighting to protect the rights of individuals in the digital age. This course will equip you with the knowledge and skills to articulate the ethical arguments for digital rights and to advocate for policies that safeguard these rights.
Privacy and Data Protection Officer
Privacy and Data Protection Officer
The Ethics of Technology course at the University of Notre Dame can be an invaluable asset for Privacy and Data Protection Officers. This course will help you develop a comprehensive understanding of the ethical considerations surrounding data privacy and surveillance, empowering you to effectively safeguard personal data and ensure compliance with regulations. By gaining insights into the ethical dilemmas posed by technology, you'll be well-equipped to advocate for the protection of individuals' privacy rights in the digital age.
Technology Founder
Technology Founder
The Ethics of Technology course at the University of Notre Dame can be a valuable asset for aspiring Technology Founders. This course will equip you with a deep understanding of the ethical implications of technology development and deployment. As a Technology Founder, you'll be responsible for making decisions that will shape the impact of your technology on society. This course will provide you with the ethical principles and critical thinking skills to navigate these challenges and build a technology company that aligns with your values.
Data Analyst
Data Analyst
The Ethics of Technology course at the University of Notre Dame is a valuable resource for aspiring Data Analysts who seek to navigate the complex ethical landscape of data analytics. This course will equip you with the critical thinking skills to evaluate the ethical implications of data collection, processing, and interpretation. As a Data Analyst, you'll play a crucial role in ensuring that data is used responsibly and ethically, and this course will provide you with a solid foundation in the ethical principles that guide this field.
Public Policy Analyst
Public Policy Analyst
For those pursuing a career as a Public Policy Analyst, the University of Notre Dame's Ethics of Technology course can be highly beneficial. This course will provide you with a comprehensive understanding of the ethical issues surrounding technology policy and regulation. As a Public Policy Analyst, you'll be involved in shaping policies that govern the development and use of technology. This course will equip you with the knowledge and skills to analyze the ethical implications of technology policy and to develop and advocate for policies that promote responsible technology use.
AI Engineer
AI Engineer
The Ethics of Technology course offered by the University of Notre Dame is a highly relevant resource for AI Engineers. This course will equip you with a deep understanding of the ethical implications of artificial intelligence, enabling you to design and develop AI systems that are aligned with ethical principles and societal values. By gaining insights into the ethical challenges posed by AI, you'll be well-prepared to contribute to the responsible development and deployment of AI technologies.
Technology Policy Analyst
Technology Policy Analyst
The University of Notre Dame's Ethics of Technology course is a valuable resource for Technology Policy Analysts. This course will provide you with a comprehensive understanding of the ethical dimensions of technology policy and regulation. As a Technology Policy Analyst, you'll be involved in shaping policies that govern the development and use of technology. This course will equip you with the knowledge and skills to analyze the ethical implications of technology policy and to develop and advocate for policies that promote responsible technology use.
Data Protection Analyst
Data Protection Analyst
The Ethics of Technology course offered by the University of Notre Dame is highly relevant for Data Protection Analysts. This course will provide you with a deep understanding of the ethical principles and legal frameworks surrounding data protection. As a Data Protection Analyst, you'll be responsible for ensuring that organizations comply with data protection regulations and that personal data is handled ethically and responsibly. This course will equip you with the knowledge and skills to excel in this critical and growing field.
Data Scientist
Data Scientist
Enrolling in the Ethics of Technology course at the University of Notre Dame can be a strategic move for aspiring Data Scientists. This course will provide you with a comprehensive understanding of the ethical issues surrounding data collection, analysis, and interpretation. As a Data Scientist, you'll be responsible for handling and interpreting sensitive data, and this course will equip you with the ethical principles and critical thinking skills to navigate these challenges effectively.
Technology Project Manager
Technology Project Manager
Enhance your career prospects as a Technology Project Manager by enrolling in the University of Notre Dame's Ethics of Technology course. This course will provide you with a thorough understanding of the ethical considerations involved in technology project management. As a Technology Project Manager, you'll be responsible for leading technology projects in an ethical and responsible manner. This course will equip you with the knowledge and skills to manage technology projects successfully while upholding ethical principles.
Cybersecurity Analyst
Cybersecurity Analyst
The Ethics of Technology course offered by the University of Notre Dame can be a valuable resource for aspiring Cybersecurity Analysts. This course will provide you with a solid understanding of the ethical implications of cybersecurity practices, enabling you to make informed decisions about how to protect data and systems while respecting individual rights and privacy. By gaining insights into the ethical challenges posed by cybersecurity, you'll be well-equipped to contribute to the development and implementation of ethical cybersecurity strategies.
Technical Program Manager
Technical Program Manager
For those aspiring to become Technical Program Managers, the Ethics of Technology course offered by the University of Notre Dame is a valuable resource. This course will provide you with a comprehensive understanding of the ethical considerations involved in the development and management of technology projects. As a Technical Program Manager, you'll be responsible for ensuring that technology projects align with ethical principles and societal values. This course will equip you with the knowledge and skills to lead technology projects in an ethical and responsible manner.
Innovation Strategist
Innovation Strategist
Aspiring Innovation Strategists can benefit greatly from the University of Notre Dame's Ethics of Technology course. This course will provide you with a solid foundation in the ethical principles that guide the development and implementation of new technologies. As an Innovation Strategist, you'll be responsible for identifying and evaluating new technologies and developing strategies for their ethical and effective use. This course will equip you with the knowledge and skills to lead the way in responsible innovation.
Technology Consultant
Technology Consultant
The Ethics of Technology course from the University of Notre Dame can be a valuable asset for Technology Consultants. This course will provide you with a strong foundation in the ethical principles that guide the development and use of technology. As a Technology Consultant, you'll be advising clients on how to use technology effectively and responsibly. This course will equip you with the knowledge and skills to help your clients navigate the ethical challenges of technology and to make informed decisions about technology investments.
For more career information including salaries, visit:
OpenCourser.com/course/cdna3l/ethics
Reading list
We've selected ten books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Ethics of Technology.
Provides a non-technical introduction to the history, concepts, and applications of AI, covering topics such as machine learning, natural language processing, and computer vision.
Save
Explores the hidden algorithms that shape our lives, from financial markets to social media, raising concerns about privacy, bias, and accountability.
Examines the ways in which algorithms can perpetuate and exacerbate social inequalities, focusing on areas such as criminal justice, education, and healthcare.
Save
Explores the privacy and surveillance implications of data collection in the digital age, arguing for the need for strong privacy protections.
Provides a broad overview of the technological and societal changes brought about by the Fourth Industrial Revolution, including the implications for ethics and values.
Provides insights into the development and governance of open-source software, with implications for the design and regulation of AI systems.
Provides a comprehensive overview of the ethical issues raised by the internet and digital technologies.
Examines the economic and social implications of the rise of AI and automation, with implications for the future of work and human well-being.
Save
Provides a speculative look at the future of humanity in light of technological advancements, including the potential impact of AI.
Provides a sweeping overview of human history, from the Stone Age to the present, offering insights into the nature of human behavior and the potential impact of technology.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/cdna3l/ethics
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Effort
4 weeks of study, 20-25 hours/week
Level
Introductory
Via
Coursera
Institution
The University of Notre Dame
Instructor
Kirsten Martin
Language
English
Transcript
tiếng Việt
This course belongs to a
collection
called
Ethical Leadership. It's comprised of six courses:
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