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Ethics and Responsible Practices in GenAI · LearnSpace
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Ethics and Responsible Practices in GenAI

Курс от Alberta Machine Intelligence Institute
Начальный≈ 12.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Ethics and Responsible Practices in Generative AI is a self-paced course that helps you build a clear understanding of how to use generative AI in a thoughtful and responsible way. You do not need any technical background, just a curiosity about the role AI plays in our world and how to use it ethically. In less than 10 hours, you will do more than explore what generative AI is. You will learn how to think critically about its impact across different fields, including media, education, healthcare, and business. You will discover how to recognize ethical risks, such as bias or misuse of data, and how to apply practical strategies to address them. This course is designed to support both professionals and learners who want to use AI in ways that are both effective and responsible. You will also take a step back to consider the bigger questions. What does it mean to be human in a world where machines can create and decide? How is AI shaping our values, decisions, and society? Through reflection and real-world examples, you will explore how ethics and technology intersect in powerful ways. By the end of this course, you will be able to: • Explain the key ethical principles that guide the use of generative AI • Identify ways to manage data privacy, fairness, and other challenges in AI projects • Apply responsible AI practices using real case studies and examples • Reflect on how generative AI influences human values and social norms • Think ahead to the future of ethical challenges in AI This course will help you gain the confidence to engage with AI technologies in a way that is informed, respectful, and centered on human responsibility.

Навыки, которые вы освоите

GovernanceResponsible AIRegulatory ComplianceEthical Standards And ConductLaw, Regulation, and ComplianceAccountabilityInformation PrivacyAI literacyBusiness EthicsRegulation and Legal ComplianceGenerative AIRegulatory RequirementsAI SecurityData EthicsData Security

Программа курса

4 модулей · 78 учебных материалов

01Foundations of Ethics in GenAI24 материалов

Getting Started

Welcome reading and Course SyllabusЧтениеLearning GoalОбсуждениеCourse IntroductionВидеоMeet your instructor: Jill KowalchukВидео

Учитесь у экспертов

Jillian Kowalchuk

Преподаватель курса

Ethics and Responsible Practices in GenAI
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Обучение на Coursera

≈ 12.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Казахский

Часть программы вашего университета
Meet & GreetОбсуждение

Introduction to GenAI

Why should we care about GenAI ethics?ВидеоIntroduction to Key TerminologyВидеоKey Issues in Ethical AI DevelopmentВидео

Best Practices and Mitigation Tools in GenAI

Understanding Strategies Creating and Maintaining GenAI SystemsВидеоBias Mitigation Strategy: FairnessВидеоBias Mitigation Strategy: XAIВидеоBias Mitigation Strategy: CausalityВидеоBalancing innovation with ethical constraintsВидеоSteps in Developing a Bias Mitigation PlanЧтениеGenAI Project ExampleВидеоResponsible AI development and best practices for organizationsЧтениеGoogle and IBM’s Principles for Responsible AIОбсуждение

When Using AI Goes Wrong

IntroductionВидеоCase Study 1: Marketing- Willy Wonka ExperienceВидеоCase Study 2: Air Canada chatbot liesВидеоCase Study 3: Lawyer using AI for legal citationsВидеоCase Studies: Key LessonsВидеоModule 1 RecapВидео

Graded Assessment

Module 1 QuizЗадание
02Data Privacy and Security in GenAI14 материалов

Understanding Data Privacy Concerns in GenAI

IntroductionВидеоWhat is data privacy?ВидеоWhat does GenAI mean for data privacy?ВидеоPlagiarism in the age of GenAIЧтениеPlagiarismОбсуждение

Risks and Responsibilities in Data Handling

IntroductionВидеоUnderstanding the Risks in Data Handling in GenAIВидеоPrivacy Breaches and Data Misuse in the Real WorldЧтениеUser Responsibilities in Data Handling with GenAIВидеоOverview of AI Data Collection MethodsВидеоStrategies for Safeguarding your Data ЧтениеModule 2 RecapВидеоGenAI Bias MitigationОбсуждение

Graded Assessment

Module 2 QuizЗадание
03Global AI Regulations and Governance16 материалов

Introduction to AI Regulation and Governance

IntroductionВидеоOverview of Global AI Regulations and StandardsВидеоThe Role of Governance in AI Ethics and ComplianceВидео

The Current Canadian Regulatory Landscape

IntroductionВидеоHistorical Development of AI Regulation in CanadaВидеоA Deep Dive into AIDAЧтениеPIPEDA and its EvolutionЧтениеComparing Canada and EuropeВидеоHigh Impact and Risk-Based Approaches to RegulationВидеоAI Impact Assessments in AI GovernanceВидео

AI Accountability Enforcement Mechanisms

lesson introductionВидеоGlobal Enforcement MechanismsВидеоAccountability Case Studies ВидеоBuilding Transparent and Accountable AI Systems: Lessons from GDPR's 'Right to ExplanationЧтениеModule 3 RecapВидео

Graded Assessment

Module 3 QuizЗадание
04Societal Impacts of GenAI24 материалов

Areas of increased societal impact

Introduction - Societal Impacts of GenAIВидеоGenerative AI and JobsВидеоGenerative AI and the MediaВидеоPublic Perception and Trust in GenAIЧтениеGenAI in Education and LearningВидео

Diverse Perspectives and Hidden Impact of GenAI

lesson introductionВидеоCase Study 1: Indigenous AIЧтениеCase Study 2: Forgotten StakeholdersЧтениеCase Study 3: Global SouthЧтениеCase StudiesОбсуждение

Being Human in the Age of GenAI

IntroductionВидеоOverview of the Philosophy of Technology OriginsЧтениеEthical concerns beyond data privacyВидеоAI-Human Value AlignmentЧтениеCognitive Extension vs. Cognitive AtrophyВидеоMoral Agency & the Rubber Stamp PhenomenonВидео

Graded assessment

Module 4 QuizЗадание

Peer Review Assignment

Peer review assignment overviewВидеоWelcome to peer review assignmentsЧтениеNavigating the Ethical Landscape of Generative AI: Challenges and SolutionsВзаимная проверка

Course Wrap-Up

Course RecapВидеоSelf-ReflectionОбсуждение
ConsentВидео
Module recapВидео