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Data Visualization and Communication with Tableau · LearnSpace
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Data Visualization and Communication with Tableau

Курс от Duke University
Уровень не указан≈ 25.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

One of the skills that characterizes great business data analysts is the ability to communicate practical implications of quantitative analyses to any kind of audience member. Even the most sophisticated statistical analyses are not useful to a business if they do not lead to actionable advice, or if the answers to those business questions are not conveyed in a way that non-technical people can understand. In this course you will learn how to become a master at communicating business-relevant implications of data analyses. By the end, you will know how to structure your data analysis projects to ensure the fruits of your hard labor yield results for your stakeholders. You will also know how to streamline your analyses and highlight their implications efficiently using visualizations in Tableau, the most popular visualization program in the business world. Using other Tableau features, you will be able to make effective visualizations that harness the human brain’s innate perceptual and cognitive tendencies to convey conclusions directly and clearly. Finally, you will be practiced in designing and persuasively presenting business “data stories” that use these visualizations, capitalizing on business-tested methods and design principles.

Навыки, которые вы освоите

Tableau SoftwareData AnalysisDashboard CreationData StorytellingData Visualization SoftwarePresentationsProcess ImprovementBusiness Process ImprovementBusiness ProcessDashboardVisualization (Computer Graphics)Business AnalyticsInteractive Data VisualizationData VisualizationAnalysisOral ExpressionData PresentationStakeholder CommunicationsGraphingStatistical Visualization

Программа курса

6 модулей · 78 учебных материалов

01About this Specialization and Course7 материалов

Specialization Introduction: Excel to MySQL: Analytic Techniques for Business

About this SpecializationВидеоSpecialization OverviewЧтениеReport a problem with the courseЧтение

Welcome and Course Overview

Welcome to the Course!Видео

Учитесь у экспертов

Daniel Egger

Executive in Residence and Director, Center for Quantitative Modeling

Jana Schaich Borg

Assistant Research Professor

Data Visualization and Communication with Tableau
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Обучение на Coursera

≈ 25.2 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Малайский, Венгерский, Польский

Часть программы вашего университета
Course OverviewЧтение
Special Thanks!Чтение
About the Course TeamЧтение
02Asking The "Right Questions"11 материалов

Introduction

Tips for Becoming a Data AnalystВидеоAsking the Right QuestionsВидео

Asking Questions Before You Have Data

Rock ProjectsВидеоS.M.A.R.T. ObjectivesВидео

Your Stakeholders

Listening to Stakeholders During ElicitationВидеоStakeholder Expectations MatterВидеоWeek 1 Additional ResourcesЧтение

Structure Pyramid Analysis Plans

SPAP GraphicЧтениеUsing SPAPs to Structure Your Thinking, Part 1ВидеоUsing SPAPs to Structure Your Thinking, Part 2ВидеоWeek 1 QuizЗадание
03Data Visualization with Tableau23 материалов

Introduction

Use Data Visualization to Drive Your AnalysisВидеоWhy Tableau?ВидеоTableau InstructionsЧтение

Using Tableau to Determine How Much You Can Make as a Data Analyst

Meet Your Salary DataВидеоMeet Your Dognition DataВидеоOur Analysis PlanВидеоSalary Data Set, Description, and Analysis PlanЧтениеDognition Data Set, Description, and Analysis PlanЧтение

Let's Get Started!

Salaries of Data-Related Jobs: Your First GraphВидеоFormatting and Exporting Your First GraphВидеоDigging Deeper Using the Rows and Columns ShelvesВидеоThe Effects of Outliers VideoЧтение

Working with the Marks Card

Understanding the Marks CardВидео

Outliers, Filtering and Groups

Removing Outliers Using Scatterplot and Filtering and GroupsВидеоAnalyzing Data-Related Salaries in Different States Using Filtering and GroupsВидео

Line Graphs and Box Plots

When to Use Line GraphsВидеоDates as Hierarchical Dimensions or MeasuresВидеоAnalyzing Data-Related Salaries Over Time Using Date HierarchiesВидеоAnalyzing Data-Related Salaries Over Time Using Trend LinesВидеоAnalysing Data-Related Salaries Over Time Using Box PlotsВидеоIntroduction to Linear RegressionЧтение

Exercises, Quiz and Feedback

Week 2 Practice ExercisesЧтениеWeek 2 QuizЗадание
04Dynamic Data Manipulation and Presentation in Tableau16 материалов

Introduction

Customizing and Sharing New Data in TableauВидео

Row-level Calculations

Data Sets Needed in Week 3ЧтениеTableau Calculation TypesВидеоHow to Write CalculationsВидеоCalculations that Make Filtering More EfficientВидеоIdentifying Companies that Pay Less than the Prevailing WageВидео

Blending and Aggregation-level Calculations

Blending Price Parity Data with Our Salary DataВидеоAdjusting Data-related Salaries for Cost of LivingВидео

Table Calculations and Parameters

Calculating Which States Have the Top Adjusted Salaries within Job SubcategoriesВидеоUsing Parameters to Define Top StatesВидео

Dashboards and Story Points

Calculating Which Companies Have the Top Adjusted Salaries within Job SubcategoriesВидеоDesigning a Dashboard to Determine Where You should Apply for Data-related JobВидеоVisual Story Points in TableauВидеоWeek 3 Additional Resources: Examples of Tableau Dashboards and StoriesЧтение

Exercises, Quiz and Feedback

Week 3 Practice ExercisesЧтениеWeek 3 QuizЗадание
05Your Communication Toolbox: Visualizations, Logic, and Stories18 материалов

Visualization Science

Using Visualization Science to Influence Business DecisionsВидео

Storyboarding Your Data Story

The Storyboarding HourglassВидеоMaking Your Data Story Come AliveВидеоStoryboarding Your PresentationВидео

Stress-testing Your Story

The Best Stress-Testers are TeamsВидеоOvergeneralization and Sample BiasВидеоMisinterpretations Due to Lack of ControlsВидеоCorrelation Does Not Equal CausationВидеоHow Correlations Impact Business DecisionsВидео

Tools for Conveying Your Data Story

Choosing Visualizations for Story PointsВидеоThe Neuroscience of Visual Perception Can Make or Break Your VisualizationВидеоMisinterpretations Caused by ColorbarsВидеоVisual Contrast Directs Where Your Audience LooksВидеоWeek 4 Additional Resources: Designing and Delivering an Effective Business PresentationЧтение

Putting Compelling Data Visualizations into Persuasive Business Presentations

Formatting Slides to Communicate Data StoriesВидеоFormatting Presentations to Communicate Data StoriesВидеоDelivering Your Data StoryВидео

Quiz and Feedback

Week 4 QuizЗадание
06Final Project3 материалов

Final Project - Peer Review Assignment

Background Information for Peer Review AssignmentЧтениеRecommendations for Dognition Business Process ChangeВзаимная проверкаShare your learning experienceЧтение