Promote the Ethical Use of Data-Driven Technologies
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- Public/Government Institute
Promote the Ethical Use of Data-Driven Technologies at Coursera Overview
Duration | 21 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
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- Curriculum
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Promote the Ethical Use of Data-Driven Technologies at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 1 of 6 in the CertNexus Certified Ethical Emerging Technologist
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Beginner Level General business knowledge.
- Approx. 21 hours to complete
- English Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish
Promote the Ethical Use of Data-Driven Technologies at Coursera Course details
- The greatest risk in emerging technology is the perpetuation of bias in automated technologies dependent upon data sets. Solutions created with racial, gender or demographic bias, whether unintentional or not can perpetuate tragic inequities socially and economically. This is the first of five courses within the Certified Ethical Emerging Technologist (CEET) professional certificate and it is designed for learners seeking to advocate and promote the ethical use of data-driven technologies. Students will learn what emerging technologies are and how they can be used to create data driven solutions. You will learn types of bias and common ethical theories and how they can be applied to emerging technology, and examine legal and ethical privacy concepts as they relate to technologies such as artificial intelligence, machine learning and data science fields. Throughout the course learners begin to distinguish which types of bias may cause the greatest risk and which principles to apply to strategically respond to ethical considerations.
Promote the Ethical Use of Data-Driven Technologies at Coursera Curriculum
Identify Data-Driven Emerging Technologies
CEET Specialization Introduction
Promote the Ethical Use of Data-Driven Technologies Course Introduction
Course Welcome & Success Tips
Ethics Make a Difference in Emerging Technologies
Big Data
Working with Big Data
Data Analytics
Data Science Pipeline
Artificial Intelligence
Narrow AI
General AI and Superintelligence
Ambient Intelligence and IoT
The Black Box Problem
Overview
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
How Close are We to General AI?
Cracking the Black Box
Ethical Considerations for AI
Benefits of Ethical AI
A Day in the Life of an Ethical AI Engineer
Data-Driven Emerging Technologies Quiz
Examine Legal and Ethical Privacy Concepts as they Relate to Data-Driven Technology
The Question of Data Ownership
Data Privacy
PII
Privacy Risks in IoT/Ambient Intelligence Technologies
Privacy Protection through Individual Authorization
Privacy Protection through Data Management
Privacy by Design
Differential Privacy
Legal Terminology: Responsibility, Accountability, and Liability
Technology Contract Types
Smart Contracts
Overview
The Privacy Paradox
Protected Attributes
Project Nightingale Case Study
How Anonymous Is Anonymous?
Data Sharing Agreements
Visual Contracts
Click-through Agreement
Privacy and Legal Concepts Related to Data-Driven Technologies Quiz
Examine Types of Bias
The Impact of Bias on Emerging Technologies
Bias
Sociological Bias
Implicit Bias
Cognitive Biases
Confirmation Bias
Temporal Bias
Complacency and Automation Biases
Data Collection Bias
Statistical Bias
Overview
Project Implicit
Cognitive Bias Cheat Sheet
Confirmation Bias in Data Science
Racial Bias in Criminal Risk Assessment Algorithms
Bias in Facial Recognition Case Study
Modeling Bias
Bias Quiz
Examine Common Ethical Theories
Thinking about Right and Wrong
Moral Philosophy
Moral Relativism
Deontology
Kant's Categorical Imperative
Universalizability
Consequentialism and Utilitarianism
Virtue Ethics
Free Will and Determinism
Norms and Morals
Moral Agency
Moral Psychology
Moral Reasoning
Moral Judgements
Applied Ethics
Business Ethics
Professional Ethics
Engineering Ethics
Social Ethics
Human Rights and Animal Rights
Bioethics
Environmental Ethics
Overview
Hypergiant and Kant Case Study
Ethical Theories Quiz
Examine Ethical Principles that Apply to Data-Driven Technology
Acting on Ethical Principles
Autonomy
Justice
Beneficence
Non-Maleficence
Explainability
Agency and Personhood
Ethics as a Benefit and Strategic Differentiator
Ethics by Design
Engineering Activism
Overview
Officer Chip: Chatbot Ethics Case Study
IEEE: Ethically Aligned Design Document
Microsoft Aether: Strategic Ethics Case Study
Ethical Principles Applied to Data-Driven Technologies Quiz
Apply What You've Learned
Writing an Op-Ed Article
Writing a Feature Article
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