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Promote the Ethical Use of Data-Driven Technologies · LearnSpace
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Promote the Ethical Use of Data-Driven Technologies

Курс от CertNexus
Начальный≈ 20.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Data EthicsResponsible AIEthical Standards And ConductInformation PrivacyLaw, Regulation, and ComplianceEmerging TechnologiesRiskingBusiness EthicsTechnology StrategiesArtificial IntelligenceData ScienceDiversity Awareness

Программа курса

6 модулей · 112 учебных материалов

01Identify Data-Driven Emerging Technologies26 материалов

Overview

CEET Specialization IntroductionВидеоPromote the Ethical Use of Data-Driven Technologies Course IntroductionВидеоCourse Welcome & Success TipsВидеоEthics Make a Difference in Emerging TechnologiesВидео

Учитесь у экспертов

Tania De Gasperis

Founder of Over Under Inside Out and AI Ethics Researcher

Aaron Hui

Founding President of The AI Robotics Ethics Society

Eleanor 'Nell' Watson

Tech Ethicist and AI Faculty Member at Singularity University

Promote the Ethical Use of Data-Driven Technologies
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Обучение на Coursera

≈ 20.8 ч

6 модулей

Язык: Английский

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

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OverviewЧтение
Get help and meet other learners. Join your Community!Чтение

Data Science Fundamentals

Big DataВидеоWorking with Big DataВидеоData AnalyticsВидеоData Science PipelineВидеоEthical Considerations for Data ScienceЧтениеBenefits of Ethical Data ScienceЧтениеA Day in the Life of an Ethical Data ScientistЧтениеData Science Ethics in PracticeЧтение

Artificial Intelligence Fundamentals

Artificial IntelligenceВидеоNarrow AIВидеоGeneral AI and SuperintelligenceВидеоHow Close are We to General AI?ЧтениеAmbient Intelligence and IoTВидеоThe Black Box ProblemВидеоCracking the Black BoxЧтениеEthical Considerations for AIЧтениеBenefits of Ethical AIЧтениеA Day in the Life of an Ethical AI EngineerЧтение

Evaluate What You've Learned

Data-Driven Emerging Technologies QuizЗаданиеYour ConcernsОбсуждение
02Examine Legal and Ethical Privacy Concepts as they Relate to Data-Driven Technology21 материалов

Overview

The Question of Data OwnershipВидеоOverviewЧтение

Data and Privacy

Data PrivacyВидеоThe Privacy ParadoxЧтениеPIIВидеоProtected AttributesЧтениеPrivacy Risks in IoT/Ambient Intelligence TechnologiesВидеоPrivacy Protection through Individual AuthorizationВидеоPrivacy Protection through Data ManagementВидеоPrivacy by DesignВидеоDifferential PrivacyВидеоProject Nightingale Case StudyЧтениеHow Anonymous Is Anonymous?Чтение

Legal Concepts Related to Data-Driven Technologies

Legal Terminology: Responsibility, Accountability, and LiabilityВидеоTechnology Contract TypesВидеоSmart ContractsВидеоData Sharing AgreementsЧтениеVisual ContractsЧтениеClick-through AgreementЧтение

Evaluate What You've Learned

Privacy and Legal Concepts Related to Data-Driven Technologies QuizЗаданиеYour Data Privacy ConcernsОбсуждение
03Examine Types of Bias19 материалов

Overview

The Impact of Bias on Emerging TechnologiesВидеоOverviewЧтение

Bias in Society

BiasВидеоSociological BiasВидеоImplicit BiasВидеоProject ImplicitЧтение

Bias in Thinking

Cognitive BiasesВидеоCognitive Bias Cheat SheetЧтениеConfirmation BiasВидеоConfirmation Bias in Data ScienceЧтениеTemporal BiasВидеоComplacency and Automation BiasesВидео

Bias in Data

Data Collection BiasВидеоRacial Bias in Criminal Risk Assessment AlgorithmsЧтениеStatistical BiasВидеоBias in Facial Recognition Case StudyЧтениеModeling BiasЧтение

Evaluate What You've Learned

Bias QuizЗаданиеYour Oranization's Bias ChallengesОбсуждение
04Examine Common Ethical Theories26 материалов

Overview

Thinking about Right and WrongВидеоOverviewЧтение

Moral Philosophical Theories

Moral PhilosophyВидеоMoral RelativismВидеоDeontologyВидеоKant's Categorical ImperativeВидеоUniversalizabilityВидеоConsequentialism and UtilitarianismВидеоVirtue EthicsВидеоFree Will and DeterminismВидеоHypergiant and Kant Case StudyЧтение

Moral Analysis

Norms and MoralsВидеоMoral AgencyВидеоMoral PsychologyВидеоMoral ReasoningВидеоMoral JudgementsВидео

Applied Ethics

Applied EthicsВидеоBusiness EthicsВидеоProfessional EthicsВидеоEngineering EthicsВидеоSocial EthicsВидеоHuman Rights and Animal RightsВидеоBioethicsВидео

Evaluate What You've Learned

Ethical Theories QuizЗаданиеNorms or EthicsОбсуждение
05Examine Ethical Principles that Apply to Data-Driven Technology16 материалов

Overview

Acting on Ethical PrinciplesВидеоOverviewЧтение

Ethical Principles

AutonomyВидеоJusticeВидеоBeneficenceВидеоNon-MaleficenceВидеоExplainabilityВидеоAgency and PersonhoodВидеоOfficer Chip: Chatbot Ethics Case StudyЧтение

Strategic Responses to Ethical Considerations

Ethics as a Benefit and Strategic DifferentiatorВидеоEthics by DesignВидеоIEEE: Ethically Aligned Design DocumentЧтениеEngineering ActivismВидеоMicrosoft Aether: Strategic Ethics Case StudyЧтение

Evaluate What You've Learned

Ethical Principles Applied to Data-Driven Technologies QuizЗаданиеProfessional ApplicationОбсуждение
06Apply What You've Learned4 материалов

Project

Writing an Op-Ed ArticleЧтениеOp Ed ArticleВзаимная проверка

Honors Project (Optional)

Writing a Feature ArticleЧтениеFeature ArticleВзаимная проверка
Environmental EthicsВидео