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Turn Ethical Frameworks into Actionable Steps · LearnSpace
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Turn Ethical Frameworks into Actionable Steps

Курс от CertNexus
Начальный≈ 15.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Ethical principles build a strong foundation for driving ethical technologies. Principles alone can be elusive and impractical for application. Ethical frameworks based upon these principles provide a structure to guide technologists when implementing data-driven solutions. However, ethical frameworks, along with standards and regulations, can make compliance tasks more complex, and they can also raise the tension between ethical duties and business practicalities. An approach is needed to reconcile these issues. This second course within the Certified Ethical Emerging Technologist (CEET) professional certificate is designed for learners seeking to analyze ethical frameworks, regulations, standards, and best practices and integrate them into data-driven solutions. Students will become familiar with frameworks and the common ethical principles they are based upon and how they can be applied across a variety of ethically driven dilemmas. You will learn applicable regulations and best practices established across global organizations and governments and how to navigate the integration of these standards in the context of business needs. This course is the second of five courses within the Certified Ethical Emerging Technologist (CEET) professional certificate. The preceding course is titled Promote the Ethical Use of Data-Driven Technologies.

Навыки, которые вы освоите

Responsible AIEthical Standards And ConductData EthicsBusiness EthicsDecision MakingRegulatory RequirementsAccountabilityLaw, Regulation, and ComplianceBusiness AnalysisStrategic ThinkingRegulatory ComplianceCompliance ManagementBusiness StrategyAnalytical SkillsRegulation and Legal ComplianceTechnology StrategiesInformation PrivacyConflict Management

Программа курса

5 модулей · 91 учебных материалов

01Apply Frameworks to Your Ethical Responsibilities for Data-Driven Technologies30 материалов

Overview

Turn Ethical Frameworks into Actionable Steps Course IntroductionВидеоCEET Specialization IntroductionВидеоCourse Welcome & Success TipsВидеоThe Importance of Ethical FrameworksВидео

Учитесь у экспертов

Eleanor 'Nell' Watson

Tech Ethicist and AI Faculty Member at Singularity University

Aaron Hui

Founding President of The AI Robotics Ethics Society

Abhishek Gupta

Founder, Montreal AI Ethics Institute

Turn Ethical Frameworks into Actionable Steps
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≈ 15.4 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, 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

Ethical Principles and Frameworks

Major Schools of Philosophical ThoughtВидеоWhat Is an Ethical Framework?ВидеоMontreal Declaration for a Responsible Development of Artificial IntelligenceВидеоEthics Guidelines for Trustworthy AIВидеоBeijing AI PrinciplesВидеоUniversal Guidelines for Artificial IntelligenceВидеоTop 10 Principles for Ethical Artificial IntelligenceВидеоOECD Principles on Artificial Intelligence and the G20 AI PrinciplesВидеоEthically Aligned Design (IEEE)ВидеоThe Asilomar AI PrinciplesВидеоThe Toronto DeclarationВидеоEthical Frameworks ListЧтениеThe Government AI Readiness IndexЧтение

Principles Shared by Major Ethical Frameworks

PrivacyВидеоAccountabilityВидеоTransparency and ExplainabilityВидеоFairness and Non-DiscriminationВидеоSafety and SecurityВидеоHuman Control of TechnologyВидеоProfessional ResponsibilityВидеоPromotion of Human ValuesВидеоMeta-Reviews of Ethical FrameworksЧтение

Evaluate What You've Learned

Frameworks and Ethical Responsibilities with Data-Driven Technologies QuizЗаданиеUtilization of Shared PrinciplesОбсуждение
02Apply an Ethical Frameork to Navigate an Ethically Challenging Dilemma13 материалов

Overview

The Challenge of Turning Ethical Principles into ActionВидеоOverviewЧтение

Framework Application to Ethical Dilemmas

What to Do with a Runaway Trolley?ВидеоWhat Actions to Take in Emergency and Disaster Scenarios?ВидеоWhat If a Biased System Is Still Better than Humans?ВидеоShould AI Enable Self-Destructive Behavior?ВидеоWhat Limits on Persuasive Technology Are Fair?ВидеоWhen Is It Okay to Breach Patient Confidentiality for Non-Compliance?ВидеоHow to Reconcile Individual Benefits That Also Damage the Social Fabric?ВидеоWhat If an AI System Is "Emancipated" from Human Oversight?ВидеоHow to Protect Against AI-Driven Harassment?Видео

Evaluate What You've Learned

Application of Ethical Frameworks to Ethical Dilemmas QuizЗаданиеSelecting an Ethical FrameworkОбсуждение
03Follow Regulations and Standards That Have an Impact on Business Strategy25 материалов

Overview

The Importance of Regulations and StandardsВидеоOverviewЧтение

Regulations

What Is a Regulation?ВидеоThe Code of Fair Information PracticesВидеоOECD Privacy GuidelinesВидеоGDPRВидеоCCPAВидеоPIPEDAВидеоPOPIВидеоLGPDВидеоHIPAAВидеоCOPPAВидеоAlgorithmic Accountability ActВидеоFERPAВидеоBIPAВидео

Standards and Best Practices

What Is a Standard?ВидеоPCI DSSВидеоNIST StandardsВидеоCIS CSCВидеоISO StandardsВидеоNISTIR 8288ВидеоMITRE ATT&CK FrameworkВидео

Evaluate What You've Learned

Regulations and Standards QuizЗаданиеAddressing Regulatory ChallengesОбсуждение
04Reconcile Conflicts Between Ethics, Regulations, Societal Needs, and Business Demands20 материалов

Overview

The Challenge of Reconciling Competing ObligationsВидеоOverviewЧтение

Reconcile Conflicts Between Ethics, Regulations, and Business Demands

Use of Collected Data vs. IntegrityВидеоAvailability of Datasets for ML Algorithms vs. Privacy ProtectionВидеоData Minimization Principle vs. Need for DataВидеоCompliance vs. CostВидеоPerformance vs. ExplainabilityВидеоTransparency/Explainability vs. Intellectual Property RightsВидеоCompany/Stakeholder Needs vs. Ethical Decision MakingВидеоMilitary Effectiveness vs. Risk of Collateral DamageВидеоEfficiency vs. Systemic FragilityВидео

Safeguard Societal Needs Through Ethics and Regulations

Proliferation of AI to Unscrupulous Actors vs. Democratization of AIВидеоEfficiency of Development vs. Cultural/Contextual SensitivityВидеоBig Data Generated Through Devices vs. Concentration of Power in Big TechВидеоFair Competition vs. Corporate Data HegemonyВидеоEfficiency/Streamlining Experience vs. Enabling Human Agency/AutonomyВидеоMoral Relativism vs. Evidence-Based PolicyВидео

Evaluate What You've Learned

Resolution Process for Competing Business PressuresВидеоConflict Reconciliation Between Ethics, Regulations, and Business Demands QuizЗаданиеReconciling ConflictsОбсуждение
05Apply What You've Learned3 материалов

Project

Ethical ReviewВзаимная проверка

Honors Project (Optional)

Writing a Case Study AnalysisЧтениеCase Study AnalysisВзаимная проверка
IEEE 7000 SeriesВидео