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Ethical Issues in AI and Professional Ethics · LearnSpace
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Ethical Issues in AI and Professional Ethics

Курс от University of Colorado Boulder
Начальный≈ 37.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Computing systems and technologies fundamentally impact the lives of most people in the world, including how we communicate, get information, socialize, and receive healthcare. This course is the second of a three course sequence that examines ethical issues in the design and implementation of computing systems and technologies, and reflects upon the broad implication of computing on our society. It covers algorithmic bias in machine learning methods, professional ethics, and issues in the tech workplace. This course can be taken for academic credit as part of CU Boulder’s MS in Computer Science degrees offered on the Coursera platform. These fully accredited graduate degrees offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for recent graduates or working professionals. Learn more: MS in Computer Science: https://coursera.org/degrees/ms-computer-science-boulder

Навыки, которые вы освоите

Ethical Standards And ConductResponsible AIDiversity AwarenessData EthicsDiversity Equity and Inclusion InitiativesGenerative AIAlgorithmsDiversity TrainingCultural DiversityCase StudiesArtificial IntelligenceAI literacyDiversity Programs

Программа курса

5 модулей · 93 учебных материалов

01Course Overview and Ethical Foundations23 материалов

Welcome to the Course

Course Updates and Accessibility SupportЧтениеEarn Academic Credit for your Work!ЧтениеAssessment ExpectationsЧтениеAI Citation and Acknowledgement Чтение

Учитесь у экспертов

Bobby Schnabel

Professor of Computer Science

Ethical Issues in AI and Professional Ethics
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 37.5 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Венгерский, Польский

Часть программы вашего университета
Course SupportЧтение
Course Overview: Part 1Видео
Course Overview: Part 2Видео
Introduction to EthicsЧтение
Applying an Ethical FrameworkЧтение

Ethical Theories: Part 1

Kantianism and Virtue Ethics: Part 1ВидеоKantianism and Virtue Ethics: Part 2Видео"The Trolley Problem" - VideoЧтениеKantianism/Deontology and Virtue EthicsЧтениеOptional Readings on Virtue Ethics and Ethical TheoriesЧтение

Ethical Theories: Part 2

Utilitarianism and Social Contract Theory: Part 1ВидеоUtilitarianism and Social Contract Theory: Part 2ВидеоUtilitarianism and Social Contract TheoryЧтениеShould Batman Kill the Joker? ЧтениеACM Code of Ethics and Professional Conduct Studies (Malware)ЧтениеOptional Reading on Utilitarianism Чтение

Review and Reflect

AI Policy QuizЗаданиеEthical TheoriesЗаданиеProfessional Ethics Case StudyВзаимная проверка
02Algorithmic Bias26 материалов

Overview of Algorithmic Bias

Overview of Algorithmic Bias: Part 1ВидеоOverview of Algorithmic Bias: Part 2ВидеоHow Problematic is Algorithmic Bias?ЧтениеHow I'm fighting bias in algorithms - TED TalkЧтениеThe Defense for Algorithmic BiasЧтениеA Call for Greater AI Transparency in NYCЧтение

Examples of Algorithmic Bias

Examples of Algorithmic Bias: Part 1ВидеоExamples of Algorithmic Bias: Part 2ВидеоAmazon Bot Fires Long-Time Employee Over NothingЧтениеGender and Race Bias in AIЧтениеNew NYC AI Tool Goes LiveЧтениеOptional: AI Makes Robots Racist and SexistЧтение

Facial Recognition: Algorithmic Bias and Other Ethical Issues

Algorithmic Bias and Other Ethical Issues in Facial Recognition: Part 1ВидеоAlgorithmic Bias and Other Ethical Issues in Facial Recognition: Part 2ВидеоHow Does Facial Recognition Work?ЧтениеRacial Bias in Facial Recognition ЧтениеEurope's Reaction to Facial Recognition TechnologyЧтениеOptional: More About How Facial Recognition Technology WorksЧтение

Facial Recognition: Legal and Regulatory Issues

Legal and Regulatory Issues in Facial Recognition: Part 1ВидеоLegal and Regulatory Issues in Facial Recognition: Part 2ВидеоLimiting the Use of Facial Recognition ЧтениеThe Relationship Between AI and Law EnforcementЧтениеOptional: AI Police Use on the Rise/First Regulation Act on AIЧтение

Review and Reflect

Brookings Institution Study ОбсуждениеPotential Uses of Facial Recognition ОбсуждениеAlgorithmic BiasВзаимная проверка
03Gender and Race in Computing12 материалов

Algorithmic Bias Related to Gender and Race

Algorithmic Bias Related to Gender and Race: Part 1ВидеоAlgorithmic Bias Related to Gender and Race: Part 2ВидеоThe Pros and Cons of Using AI to Hire PeopleЧтениеThe Drawbacks of Predictive Policing with AIЧтение

Gender and Race in Algorithms

Gender and Race in Algorithms: Part 1ВидеоGender and Race in Algorithms: Part 2ВидеоFacebook Advertisements Infused with Racial BiasЧтениеRacial Bias in Speech, Hospital, and Fitness Algorithms ЧтениеOptional: Companies Using Facebook to Isolate Older WorkersЧтение

Review and Reflect

Algorithmic HiringОбсуждениеFacial Recognition DataЗаданиеGender and Race in Computing Взаимная проверка
04Professional Ethics, including Gender and Race in the Tech Workforce19 материалов

Professional Ethics in Computing

Professional Ethics in Computing: Part 1ВидеоProfessional Ethics in Computing: Part 2ВидеоACM Code of EthicsЧтениеEthical Considerations in the Apple-FBI CaseЧтение

Professional Ethics, Including Gender and Race in the Tech Workforce

Gender and Race in the Computing Workforce: Part 1ВидеоGender and Race in the Computing Workforce: Part 2ВидеоA Shift in the Tech IndustryЧтениеBad Behavior at UberЧтениеOptional: Gender-Balanced Teams in the Tech Industry Чтение

Diversity in the Computing Workforce

Diversity in the Computing Workforce: Part 1ВидеоDiversity in the Computing Workforce: Part 2ВидеоDebating About Diversity and Gender Biases at GoogleЧтениеThe Story of Timnit GebruЧтениеLeader of Apple Activist Movement Fired by the Company Чтение

Professional Interview Reports

Professional Interview Reports: Part 1ВидеоProfessional Interview Reports: Part 2Видео

Review and Reflect

Article DiscussionОбсуждениеGender Diversity in Tech ЗаданиеProfessional Interview Report Взаимная проверка
05Generative AI and the Future of AI13 материалов

Ethical Issues related to Generative AI

Ethical Issues Related to Generative AI: Part 1ВидеоEthical Issues Related to Generative AI: Part 2ВидеоChatGPT: Bans and ControversiesЧтениеThe Danger of Using AIЧтениеOptional: What is Generative AI? Чтение

Ethical Issues related to the Future of AI

Ethical Issues Related to the Future of AI: Part 1ВидеоEthical Issues Related to the Future of AI: Part 2ВидеоTED Talk: What happens when our computers get smarter than we are?ЧтениеSuperintelligence: What's the Big Idea?ЧтениеOptional: Can Humans and AI Co-exist? Чтение

Review and Reflect

Article Discussion ОбсуждениеGenerative AI ConcernsОбсуждениеAI RegulationsЗадание