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Introduction to Using Generative AI in Public Health · LearnSpace
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Introduction to Using Generative AI in Public Health

Курс от Johns Hopkins University
Уровень не указан≈ 10.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The emergence of practical, everyday uses for artificial intelligence tools has captured the imagination of the public, for both good and bad. How, though, can artificial intelligence and generative AI tools like ChatGPT, Midjourney, or even Microsoft Copilot be used to improve the practice of public health? Can they be used safely and ethically? In this introductory, hands-on course, we'll look at these questions through a variety of lenses, offering opportunities to build skills in using generative AI tools in your own public health work. Introduces students to core concepts in the utilization of generative artificial intelligence (AI) tools. Explores ethical, financial, and policy-based issues in the application of generative AI to public health. Contrasts accuracy and reach of generative AI with the potential for both misinformation and problem-solving. Enables students to develop skills in utilizing generative AI tools for public health research and practice.

Навыки, которые вы освоите

Responsible AIPublic Health and Disease PreventionLLM ApplicationPrompt EngineeringMicrosoft CopilotChatGPTPublic HealthHealthcare EthicsData EthicsLarge Language ModelingHealth EquityHealth PolicyArtificial IntelligenceGenerative AI

Программа курса

3 модулей · 45 учебных материалов

01The How and What? of Generative AI21 материалов

How to Use Generative AI Tools in this Class

Lesson PreludeЧтениеChatGPTВидеоClaudeВидеоMicrosoft Copilot & ComparisonВидео

How Large Language Models Work

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Brian Klaas

Instructor

Introduction to Using Generative AI in Public Health
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Обучение на Coursera

≈ 10.3 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Lesson PreludeЧтение
General AIВидео
Generative AIВидео
Current Approaches, Current ProblemsВидео

Prompt Engineering

Lesson PreludeЧтениеPrompt EngineeringВидеоPrompting ResourcesЧтение

Summarization: Humans vs AI Activity

Activity InstructionsЧтениеSummarization: Humans vs AIDIALOGUECommunity Shared ReflectionОбсуждение

The Opportunity for Harms in Generative AI

Lesson PreludeЧтениеTruthВидеоBiasВидеоSociocultural HarmsВидеоConfabulationsВидео

Module Reflection & Quiz

Module Reflection and PracticeОбсуждениеModule 1 QuizЗадание
02Applying Generative AI to Public Health Research and Practice17 материалов

Opportunities to Use Generative AI in Research

Lesson PreludeЧтениеEducation/LearningВидеоBrainstormingВидеоData AnalysisВидео

Using Generative Artificial Intelligence in Public Health Research

Lesson PreludeЧтениеHow Faculty Are Using Generative Artificial Intelligence in Their WorkВидеоThe Future of Generative Artificial Intelligence for Use in Public Health ResearchВидеоAI Assisted Causal Effect EstimationЧтениеSimulations for Social Science ExperimentsЧтениеGenerating Novel Research IdeasЧтение

Innovative Applications of Generative Artificial Intelligence for Public Health

Lesson PreludeЧтениеCase Studies of Generative AI in Public Health Research: Digital Global Health and BioethicsВидеоGetting Involved in Public Health Research With Generative AIВидео

Teach Yourself Using AI

Activity: Teach Yourself Using AIЧтениеGuided Reflection: Teach Yourself Using AIDIALOGUE

Module Reflection and Quiz

Module Reflection and PracticeОбсуждениеModule 2 QuizЗадание
03The Future of Generative AI: Ethical and Big Picture Considerations7 материалов

AI and Trust

AI and TrustЧтениеAreas of Future ConcernВидео

Public Health (Dis)Information Campaign

Activity OverviewЧтение(Dis)Information CampaignОбсуждениеActivity ReflectionОбсуждение

Module Reflection and Quiz

Module Reflection and PracticeОбсуждениеModule 3 QuizЗадание