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Data Visualization and Transformation with R · LearnSpace
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Data Visualization and Transformation with R

Курс от Duke University
Начальный≈ 12.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn the foundations of data science by exploring, transforming, and visualizing data with R. In this course, you’ll develop core skills in exploratory data analysis and statistical thinking including: using visualizations to uncover patterns, identifying trends, and generating insights. You’ll gain hands-on experience with Tidyverse packages in R, work in RStudio, and create reproducible reports with Quarto. Along the way, you’ll also learn version control practices with Git and GitHub to document and share your work. By the end of this course, you’ll be able to transform and summarize data, craft clear and informative graphics, and communicate your findings through professional, reproducible workflows - laying the groundwork for all your future data science projects.

Навыки, которые вы освоите

Ggplot2Tidyverse (R Package)R ProgrammingData Visualization SoftwareStatistical VisualizationStatistical ReportingScientific VisualizationGitHubStatistical ProgrammingData AnalysisPlot (Graphics)R (Software)Data VisualizationExploratory Data AnalysisData WranglingVersion ControlData ScienceStatistical AnalysisStatisticsData Transformation

Программа курса

3 модулей · 56 учебных материалов

01Hello World17 материалов

Course introduction

Course OverviewЧтениеMeet Your InstructorsЧтениеWelcomeВидеоIMS :: Chapter 1 - Hello dataЧтение

Учитесь у экспертов

Mine Çetinkaya-Rundel

Associate Professor of the Practice

Dr. Elijah Meyer

Assistant Teaching Professor

Data Visualization and Transformation with R
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12.6 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Report a problem with the courseЧтение

Getting started with R and RStudio

Get Ready to Compute with R and RStudio!ЧтениеCode along :: My first data visualization - UN Votes - CompanionЧтениеCode along :: My first data visualization - UN VotesВидеоCode along :: My first data visualization - UN Votes - Companion (Complete)ЧтениеR4DS :: Chp 2 - IntroductionЧтение

Meet the toolkit

Meet the toolkit: R + RStudioВидеоR4DS :: Chp 28.1-28.5 - QuartoЧтениеMeet the toolkit: QuartoВидеоMeet the toolkit: Programming exercisesPLUGINMeet the toolkit: Programming Exercises (Optional)ЗаданиеIMS :: Chapter 3 - Applications: Data ЧтениеWelcome to Data Science QuizЗадание
02Data and visualization12 материалов

Data visualization

Visualizing dataВидеоBuilding a plot step-by-step with ggplot2ВидеоR4DS :: Chp 1 - Data visualization - Sections 1.1 - 1.4ЧтениеCode along :: First look at Palmer Penguins - CompanionЧтениеCode along :: First look at Palmer PenguinsВидеоCode along :: First look at Palmer Penguins - Companion (Complete)Чтение

Grammar of graphics

Grammar of graphicsВидеоR4DS :: Chp 1 - Data visualization - Sections 1.5 - 1.8ЧтениеR4DS :: Chp 2 - Workflow: basicsЧтениеBechdel + data visualizationPLUGINBechdel + data visualization (Optional Reflection)ЗаданиеData and Visualization QuizЗадание
03Visualizing, transforming, and summarizing types of data27 материалов

Data transformation

Grammar of data transformationВидеоR4DS :: Chp 3 - Data transformation - Sections 3.1 - 3.4ЧтениеCode along :: Flights and pipes - CompanionЧтениеCode along :: Flights and pipesВидеоCode along :: Flights and pipes - Companion (Complete)Чтение

Exploring categorical data

Visualizing and summarizing categorical dataВидеоIMS :: Chp 4 - Exploring categorical dataЧтениеR4DS :: Chp 3 - Data transformation - Section 3.5ЧтениеCode along :: StarWars characters - CompanionЧтениеCode along :: StarWars charactersВидеоCode along :: StarWars characters - Companion (Complete)Чтение

Exploring numerical data and relationships

Visualizing and summarizing numerical dataВидеоIMS :: Chp 5 - Exploring numerical dataЧтениеVisualizing and summarizing relationships between variablesВидеоCode along :: Diving deeper with Palmer Penguins - CompanionЧтениеCode along :: Diving deeper with Palmer PenguinsВидеоCode along :: Diving deeper with Palmer Penguins - Companion (Complete)Чтение

Final Course Project (Optional)

Meet the toolkit: Git + GitHubВидеоHappy Git with R :: Chapter 1 - Why Git? Why GitHub?ЧтениеExploring taxi rides in ChicagoЧтениеExploratory Data Analysis Reflection (Optional)ЗаданиеShare your learning experienceЧтение
IMS :: Chp 6 - Applications: ExploreЧтение
R4DS :: Chp 3 - Data transformation - Sections 3.6 and 3.7Чтение
Mario games + data visualizationPLUGIN
Mario games + data visualization (Optional Reflection)Задание
Data Transformation QuizЗадание