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Participatory AI for Social Impact · LearnSpace
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Participatory AI for Social Impact

Курс от University of Michigan
Начальный≈ 4.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

AI is rapidly proliferating across society, but negative impacts can arise when communities and stakeholders are not equally involved in the AI development process. In this course, you’ll learn to critically evaluate AI's societal impact and apply participatory design methods, preparing you to develop ethical and inclusive AI solutions for the future. "Participatory AI for Social Impact" introduces the core philosophy of designing with rather than for users and other stakeholders. Motivated by analyzing case studies where AI for social impact did not achieve the desired goals in the real world, you will learn to identify participatory AI practices and principles and create your own participatory AI plan. We will also discuss the logistical and ethical nuances of implementing participatory AI for social impact, including working with communities. This course will provide a practical toolkit for developing ethical, inclusive AI solutions that prioritize collaboration and positive social impact. This is the third course in the three-course series, "Realizing AI for Social Impact," where you will explore use cases and frameworks for deploying AI to achieve social impact.

Навыки, которые вы освоите

Community DevelopmentResponsible AIScenario TestingCase StudiesSocial ImpactAI literacyCommunity OutreachDesign ThinkingHuman Centered Design

Программа курса

2 модулей · 30 учебных материалов

01What is Participatory AI ?13 материалов

Lesson 1: What is PAI?

What Is Participatory AI?ВидеоMeet Your InstructorЧтениеSyllabusЧтениеWould You Let AI Change Your Space?Обсуждение

Учитесь у экспертов

Elizabeth Bondi-Kelly

Assistant Professor of Electrical Engineering and Computer Science

Participatory AI for Social Impact
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Обучение на Coursera

≈ 4.9 ч

2 модулей

Язык: Английский

Часть программы вашего университета
Is this Participatory AI?PLUGIN
Pre-Course SurveyЧтение

Lesson 2: Why PAI?

Why Participatory AI?ВидеоOptional: Reverse Machine Translation for African LanguagesЧтениеParticipatory AI in Practice: Case ExamplesЧтениеCreate Your PAI Plan OverviewЧтениеCreate Your PAI Plan, Part 1 InstructionsЧтениеSubmit Your PAI Plan, Part 1Внешний инструментModule 1 QuizЗадание
02Module 2: How to Apply PAI for Social Impact17 материалов

Lesson 1: PAI Principles in the Real World

Overview of Participatory AI PrinciplesВидеоFoundational Research on PAI PrinciplesЧтениеApplying Participatory AI in Real WorldВидеоCreate Your PAI Plan, Part 2 InstructionsЧтениеSubmit Your PAI Plan, Part 2Внешний инструмент

Lesson 2: Working with Communities

Challenges in Participatory AI for Social ImpactВидеоSummary of Challenges in PAIЧтениеWhen Does Participation Become Difficult?ОбсуждениеConsiderations for Working with CommunitiesВидеоSummary of Considerations for Working with CommunitiesЧтениеExamples of Working with CommunitiesЧтениеCreate Your PAI Plan, Part 3 InstructionsЧтениеSubmit Your PAI Plan, Part 3Внешний инструментModule 2 QuizЗаданиеAcknowledgementsЧтениеPost-Course SurveyЧтениеKeep Learning with Michigan OnlineЧтение