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An Introduction to Responsible AI for SMEs · LearnSpace
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An Introduction to Responsible AI for SMEs

Курс от The University of Edinburgh
Начальный≈ 13.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Everywhere you go, people are talking about AI, but the stories they tell are increasingly contradictory. UK businesses, especially small and medium-sized enterprises (SMEs), need a way to cut though this noise and the increasingly mixed messages about what AI can or cannot offer them. They need the confidence to decide whether their business can benefit from adopting AI tools, and which types of AI might be a good fit for their needs. And for the businesses that do choose to deploy AI, they need to learn how to implement these technologies responsibly, without harming the customers, clients, communities and employees they depend on. Responsible AI for SMEs helps businesses answer the increasingly pressing question: ‘Should I be using AI in my business, and if so, how can I do so in a way that is responsible and trustworthy?’ Designed by academic experts at the University of Edinburgh, Responsible AI for SMEs integrates insights and real-world experiences from UK SME business owners and responsible-AI leaders across industry and civil society. (Course Image by Alan Warburton / © BBC / Better Images of AI / Plant / CC-BY 4.0)

Навыки, которые вы освоите

Stakeholder EngagementResponsible AIData EthicsAI literacyOperational RiskBusiness EthicsAccountabilityRegulatory ComplianceGovernanceRisk AnalysisArtificial IntelligenceCompliance ManagementAI Product Strategy

Программа курса

6 модулей · 66 учебных материалов

01Introduction to Responsible AI for SMEs16 материалов
Course IntroductionЧтениеMeet the TeamЧтениеIntroduce YourselfОбсуждениеCourse OverviewЧтение

Учитесь у экспертов

Professor Shannon Vallor

Преподаватель курса

Professor Ewa Luger

Преподаватель курса

An Introduction to Responsible AI for SMEs
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Обучение на Coursera

≈ 13.8 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Responsible AI for SMEs: What Does it Offer?Видео
How Have You Interacted with AI?Обсуждение
Narrow AIОбсуждение
Responsible AI for SMEs: Understanding the BasicsВидео
Responsible AI for SMEs: Setting the SceneЧтение
Expert Voices: How SMEs Can Benefit from Responsible AIВидео
An AI Primer: Key Terms and ConceptsЧтение
Types of AI: What SMEs Need to KnowЧтение
FAQ: The AI Questions SMEs Should Be AskingЧтение
Reflective Activity: 5 Questions for ParticipantsОбсуждение
Week 1 - Knowledge CheckЗадание
Upgrade to Continue Your Journey!Чтение
02Responsible AI - The Basics16 материалов
Expert Voices: Responsible AI and Regulatory ReadinessВидеоOverview of the OECD AI PrinciplesЧтениеA Founder Perspective: How to Get the Benefits of AI for HumansЧтениеA Founder Perspective: How to Get the Benefits of AI for Humans (Video)ВидеоPractice: Using the AI Principles to Assess Use CasesЗаданиеWhich OECD AI Principles Apply?ОбсуждениеFeedback: Reasoning about Risk with the AI PrinciplesЧтениеA Founder Perspective: Building a Responsible AI RoadmapЧтениеA Founder Perspective: Building a Responsible AI Roadmap (Video)ВидеоGetting Started: Your Responsible AI Roadmap and the AI PrinciplesЧтениеIndustry Voices: SME Perspectives on Using AI ResponsiblyЧтениеIndustry Voices: SME Perspectives on Using AI Responsibly - VideoВидеоReflective Activity: Identifying your Business ValuesОбсуждениеReflective Activity: Identifying your Stakeholders ОбсуждениеReflective Activity: Assessing Stakeholder InterestsОбсуждениеWeek 2 - Knowledge CheckЗадание
03Responsible AI for SMEs: Understanding AI Benefits and Risks12 материалов
Expert Voices: Understanding AI’s Benefits and LimitationsВидеоYour Responsible AI Roadmap: Next StepsЧтениеAI’s Risks and Benefits: 4 Factors to ConsiderЧтениеA Practice Scenario, Part 1: Evaluating AI Use CasesОбсуждениеAI Limitations: A Practice QuestionЗаданиеA Practice Scenario, Part 2: Assessing AI Benefits and RisksОбсуждениеFeedback: Assessing and Ranking AI RisksЧтениеIndustry Voices: How to Responsibly Manage AI Risks and BenefitsВидеоReflective Activity - When Does it Make Sense to Use AI?ОбсуждениеIndustry Voices: Responsible AI Advice for SMEs, from SMEsВидеоReflective Activity - What Have You Learned So Far?ОбсуждениеWeek 3 - Knowledge CheckЗадание
04Responsible AI - Going From Principles to Practice11 материалов
Responsible AI by DesignЧтениеResponsible AI by DesignВидеоResponsible AI by Design: QuizЗаданиеResponsible AI Tools and ResourcesВидеоResponsible AI Tools and Resources: QuizЗаданиеDeep Dive: Fairness Issues in Machine LearningЧтениеUsing the Responsible AI Roadmap to Assess Fairness ChallengesЧтениеWhat Problem are You Trying to Solve with AI?ЧтениеIndustry Voices: How to Manage AI’s Ethical TradeoffsВидеоReflective Activity: Recap and Reflections on Responsible AI Readiness in Your SectorОбсуждениеHomework – A Responsible AI Readiness and Action PlanЧтение
05Looking Forward with Responsible AI10 материалов
Expert Voices: How Responsible AI Can Drive InnovationВидеоIntegration: An overview of previous weeks' learningЧтениеIntegration: An overview of previous weeks' learning - ContinuedЧтениеA Conversation with the Experts: Where to Start Your Responsible AI Journey as an SMEВидеоHomework Activity: Building a Responsible AI by Design StrategyЧтениеA Conversation with the Experts: Responsible AI Advice and Resources for SMEsВидеоFurther ResourcesЧтениеGraded Final AssessmentЗаданиеReflective Activity: What Will You Do with this Knowledge?ОбсуждениеCourse SummaryЧтение
06Survey1 материалов
Post-Course SurveyЧтение