Identify Data-Driven Emerging Technologies-Overview
CEET Specialization Introduction
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Promote the Ethical Use of Data-Driven Technologies Course Introduction
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Course Welcome & Success Tips
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Ethics Make a Difference in Emerging Technologies
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Overview
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Identify Data-Driven Emerging Technologies-Data Science Fundamentals
Big Data
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Working with Big Data
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Data Analytics
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Data Science Pipeline
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Ethical Considerations for Data Science
Benefits of Ethical Data Science
A Day in the Life of an Ethical Data Scientist
Data Science Ethics in Practice
Identify Data-Driven Emerging Technologies-Artificial Intelligence Fundamentals
Artificial Intelligence
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Narrow AI
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General AI and Superintelligence
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How Close are We to General AI?
Ambient Intelligence and IoT
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The Black Box Problem
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Cracking the Black Box
Ethical Considerations for AI
Benefits of Ethical AI
A Day in the Life of an Ethical AI Engineer
Examine Legal and Ethical Privacy Concepts as they Relate to Data-Driven Technology-Overview
The Question of Data Ownership
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Overview
Examine Legal and Ethical Privacy Concepts as they Relate to Data-Driven Technology-Data and Privacy
Data Privacy
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The Privacy Paradox
PII
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Protected Attributes
Privacy Risks in IoT/Ambient Intelligence Technologies
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Privacy Protection through Individual Authorization
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Privacy Protection through Data Management
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Privacy by Design
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Differential Privacy
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Project Nightingale Case Study
How Anonymous Is Anonymous?
Examine Legal and Ethical Privacy Concepts as they Relate to Data-Driven Technology-Legal Concepts Related to Data-Driven Technologies
Legal Terminology: Responsibility, Accountability, and Liability
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Technology Contract Types
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Smart Contracts
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Data Sharing Agreements
Visual Contracts
Click-through Agreement
Examine Types of Bias-Overview
The Impact of Bias on Emerging Technologies
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Overview
Examine Types of Bias-Bias in Society
Bias
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Sociological Bias
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Implicit Bias
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Project Implicit
Examine Types of Bias-Bias in Thinking
Cognitive Biases
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Cognitive Bias Cheat Sheet
Confirmation Bias
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Confirmation Bias in Data Science
Temporal Bias
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Complacency and Automation Biases
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Examine Types of Bias-Bias in Data
Data Collection Bias
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Racial Bias in Criminal Risk Assessment Algorithms
Statistical Bias
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Bias in Facial Recognition Case Study
Modeling Bias
Examine Common Ethical Theories-Overview
Thinking about Right and Wrong
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Overview
Examine Common Ethical Theories-Moral Philosophical Theories
Moral Philosophy
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Moral Relativism
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Deontology
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Kant's Categorical Imperative
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Universalizability
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Consequentialism and Utilitarianism
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Virtue Ethics
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Free Will and Determinism
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Hypergiant and Kant Case Study
Examine Common Ethical Theories-Moral Analysis
Norms and Morals
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Moral Agency
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Moral Psychology
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Moral Reasoning
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Moral Judgements
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Examine Common Ethical Theories-Applied Ethics
Applied Ethics
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Business Ethics
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Professional Ethics
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Engineering Ethics
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Social Ethics
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Human Rights and Animal Rights
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Bioethics
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Environmental Ethics
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Examine Ethical Principles that Apply to Data-Driven Technology-Overview
Acting on Ethical Principles
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Overview
Examine Ethical Principles that Apply to Data-Driven Technology-Ethical Principles
Autonomy
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Justice
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Beneficence
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Non-Maleficence
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Explainability
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Agency and Personhood
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Officer Chip: Chatbot Ethics Case Study
Examine Ethical Principles that Apply to Data-Driven Technology-Strategic Responses to Ethical Considerations
Ethics as a Benefit and Strategic Differentiator
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Ethics by Design
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IEEE: Ethically Aligned Design Document
Engineering Activism
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Microsoft Aether: Strategic Ethics Case Study
Apply What You've Learned-Project
Writing an Op-Ed Article
Apply What You've Learned-Honors Project (Optional)
Writing a Feature Article