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How to Describe Data · LearnSpace
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How to Describe Data

Курс от University of Michigan
Начальный≈ 9.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

How to Describe Data examines the use of data in our everyday lives, giving you the ability to assess the usefulness and relevance of the information you encounter. In this course, learn about uncertainty’s role in measurements and how you can develop a critical eye toward evaluating statistical information in places like headlines, advertisements, and research. You’ll learn the fundamentals of discussing, evaluating, and presenting a wide range of data sets, as well as how data helps us make sense of the world. This is a broad overview of statistics and is designed for those with no previous experience in data analysis. With this course, you’ll be able to spot potentially misleading statistics and better interpret claims about data you encounter in the world. Course assessments focus on your understanding of concepts rather than solving math problems. This is the first course in Understanding Data: Navigating Statistics, Science, and AI Specialization, where 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

Data AnalysisPlot (Graphics)Sampling (Statistics)Statistical ReportingDescriptive StatisticsData VisualizationData LiteracyStatisticsStatistical VisualizationData CollectionHistogramResearchData Validation

Программа курса

4 модулей · 50 учебных материалов

01Welcome, Introduction & What Makes a Statistic Useful?16 материалов

Welcome and Introduction

Welcome to Understanding Data: Navigating Statistics, Science, and AIВидеоMeet Your InstructorЧтениеCourse Syllabus ЧтениеMeet Your Fellow Global LearnersОбсуждение

Учитесь у экспертов

Elle O'Brien

Lecturer IV & Research Investigator

How to Describe Data
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Обучение на Coursera

≈ 9.2 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Help Us Learn About You Чтение

Lectures and Demonstrations

How Things Become StatisticsВидеоLearning From DataВидеоWhy We Measure Means and MediansВидеоReading a HistogramВидеоMean or Median: What Do You Mean?ВидеоVariability Is HealthyВидеоMaking Comparisons With DataВидео

Activity, Practice Quiz and Supplemental Readings

Talk about a statistic you saw. Was it useful?ОбсуждениеModule 1 Ungraded QuizЗаданиеModule 1 Suggested ReadingsЧтение

Bibliography: What Makes a Statistic Useful?

Module 1 BibliographyЧтение
02Rethinking Certainty10 материалов

Lectures and Demonstrations

Introduction to Module 2: Developing Intuition About UncertaintyВидеоNoisy ScalesВидеоConducting a PollВидеоOur Noisy WorldВидеоHow Should We Live With Noise?ВидеоValidity (What Are We Measuring, Anyway?)Видео

Activity, Practice Quiz and Supplemental Readings

Talk about a statistic you saw. How was uncertainty communicated?ОбсуждениеModule 2 Ungraded QuizЗаданиеModule 2 Suggested ReadingsЧтение

Bibliography: Rethinking Certainty

Module 2 BibliographyЧтение
03Talking about Numbers11 материалов

Lectures

Introduction to Module 3: Numbers in StorytellingВидеоUnits, Scales, and EstimatesВидеоMaking Sense of Big and Small NumbersВидеоRelative and Absolute NumbersВидеоZombie StatisticsВидеоThe Illusion of Sciencey-nessВидеоStrengths and Weaknesses in Data VisualizationВидео

Activity, Practice Quiz and Supplemental Readings

Talk about a statistic. What is the claim? What else do you need to know?ОбсуждениеModule 3 Ungraded QuizЗаданиеModule 3 Suggested ReadingsЧтение

Bibliography: Talking about Numbers

Week 3 BibliographyЧтение
04Statistics, Skepticism and Trust13 материалов

Lectures

Introduction to Module 4: Should You Trust Statistics?ВидеоBut Why?ВидеоSummaries Reduce InformationВидеоInterrogating a StatisticВидеоStyle, Authority and TrustВидеоBeing a Good Steward of Your Information EcosystemВидеоCourse 1 Recap: How to Describe DataВидео

Activity, Practice Quiz and Supplemental Readings

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

Bibliography: Statistics, Skepticism, and Trust

Module 4 BibiliographyЧтение

Course Wrap Up

Comprehensive Course Graded TestЗаданиеPost-Course SurveyЧтение