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How Science Turns Data Into Knowledge · LearnSpace
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How Science Turns Data Into Knowledge

Курс от University of Michigan
Начальный≈ 11 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

How Science Turns Data Into Knowledge teaches you how to evaluate scientific claims critically, address experimental limitations, and recognize the roles of trust and responsibility within research. During the course, you’ll explore the nuances of significance testing, scientific research methods, and science communication, emphasizing the importance of carefully interpreting statistical results. After learning about the scientific process, you’ll learn how science can make its way into the news cycle—and how critical context can be lost amidst the noise. By the end of the course, you’ll be able to think more critically about the media you consume and how you can view science news and information with a more nuanced perspective. This is the second course in Understanding Data: Navigating Statistics, Science, and AI Specialization, in which you’ll gain a core foundation for statistical and data literacy and gain an understanding of the data we encounter in our everyday lives.

Навыки, которые вы освоите

Statistical Hypothesis TestingProbability & StatisticsExperimentationStatistical InferenceScientific MethodsScience and ResearchResearchMedia and CommunicationsGeneral Science and ResearchResearch MethodologiesAnalytical SkillsJournalismStatistical ReportingData LiteracyData AnalysisStatistical MethodsPeer ReviewResearch Design

Программа курса

4 модулей · 48 учебных материалов

01Welcome, Introduction & Significance14 материалов

Welcome & Introduction

Introduction to How Science Turns Data Into KnowledgeВидеоMeet Your InstructorЧтениеCourse SyllabusЧтениеMeet Your Fellow Global LearnersОбсуждение

Учитесь у экспертов

Elle O'Brien

Lecturer IV & Research Investigator

How Science Turns Data Into Knowledge
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≈ 11 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Help Us Learn About You Чтение

Lectures and Demonstrations

Why Test Significance?ВидеоOur First Hypothesis TestВидеоHypothesis Testing and ScienceВидеоWhat Exactly is a p-value?ВидеоIs Significance Important?ВидеоIs Significance Proof?Видео

Practice Quiz and Supplemental Readings

Module 1 Ungraded QuizЗаданиеModule 1 Suggested ReadingsЧтение

Bibliography: Significance

Module 1 BibliographyЧтение
02Experimental Design12 материалов

Lectures

Introduction to Experimental DesignВидеоSignificance and ScienceВидеоControlled Experiments (When You Can't Control Very Much)ВидеоWhat Are We Studying Anyway?ВидеоGeneralizability (What We’re Really After)ВидеоIt's Not All ExperimentsВидеоHow Science Gets Published: The Basics of a Research ArticleВидеоHow Science Gets Published: Peer ReviewВидеоHow Science Gets Published: Accessing ArticlesВидео

Practice Quiz and Supplemental Readings

Module 2 Ungraded QuizЗаданиеModule 2 Suggested ReadingsЧтение

Bibliography: Experimental Design

Module 2 BibliographyЧтение
03How Science Becomes News9 материалов

Lectures

Introduction to How Science Becomes NewsВидеоNews is Faster Than ScienceВидеоExpect OverstatementВидеоGeneric Language and Over-generalizationВидеоWhat Does It Mean to Have No Evidence?ВидеоShould You Act on That?Видео

Practice Quiz and Supplemental Readings

Module 3 Ungraded QuizЗаданиеModule 3 Suggested ReadingsЧтение

Bibliography: How Science Becomes News

Week 3 BibliographyЧтение
04Science and Society13 материалов

Lectures

Introduction to Science and SocietyВидеоScience Outside Peer ReviewВидеоConsensus and DoubtВидеоThe Grey Hoodie Project: Big Tobacco, Big Tech, and the Threat on Academic Integrity.ЧтениеExpertiseВидеоReplication CrisisВидеоScience and DependencyВидео

Discussion, Practice Quiz and Supplemental Readings

Reflect and Respond to a News StoryОбсуждениеModule 4 Ungraded QuizЗаданиеModule 4 Suggested ReadingsЧтение

Bibliography: Science and Society

Module 4 BibliographyЧтение

Course Wrap Up

Comprehensive Course ExamЗаданиеPost-Course SurveyЧтение