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Data Analysis in R with RStudio & Tidyverse · LearnSpace
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Data Analysis in R with RStudio & Tidyverse

Курс от Codio
Начальный≈ 9.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Code and run your first R program in minutes without installing anything! This course is designed for learners with no prior coding experience, providing foundational knowledge of data analysis in R. The modules in this course cover descriptive statistics, importing and wrangling data, and using statistical tests to compare populations and describe relationships. This course presents examples in R using the industry-standard Integrated Development Environment (IDE) RStudio. To allow for a truly hands-on, self-paced learning experience, this course is video-free. Assignments contain short explanations with images and runnable code examples with suggested edits to explore code examples further, building a deeper understanding by doing. You’ll benefit from instant feedback from a variety of assessment items along the way, gently progressing from quick understanding checks (multiple choice, fill in the blank, and un-scrambling code blocks) to small, approachable coding exercises that take minutes instead of hours. Finally, a cumulative lab at the end of the course will provide you an opportunity to apply all learned concepts within a real-world context.

Навыки, которые вы освоите

R ProgrammingStatistical Hypothesis TestingTidyverse (R Package)Data Import/ExportData ManipulationData AnalysisDescriptive StatisticsData WranglingStatistical SoftwareData Analysis SoftwareR (Software)Statistical AnalysisProbability & StatisticsStatistical ProgrammingStatistical MethodsRegression AnalysisCorrelation Analysis

Программа курса

5 модулей · 21 учебных материалов

01Describing a Numerical Data Set7 материалов

Variables

Navigating Codio AssignmentsЧтениеCodio: VariablesВнешний инструментVariables Lesson Notes (Optional Download)Чтение

Using Statistical Functions on Vectors

Codio: Using Statistical Functions on VectorsВнешний инструмент

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Anh Le

Преподаватель курса

Data Analysis in R with RStudio & Tidyverse
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 9.8 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Using Statistical Functions on Vectors Lesson Notes (Optional Download)Чтение

Coding Exercises

Codio: Describing a Numerical Data Set Coding ExercisesВнешний инструментHow to Reset an Assignment in CodioЧтение
02Importing and Describing Mixed Data Sets5 материалов

Wrangling Data with Tidyverse

Codio: Wrangling Data with TidyverseВнешний инструментWrangling Data with Tidyverse Lesson Notes (Optional Download)Чтение

Data Frames

Codio: Data FramesВнешний инструментData Frames Lesson Notes (Optional Download)Чтение

Coding Exercises

Codio: Importing and Describing Mixed Data Sets Coding ExercisesВнешний инструмент
03Using Statistical Tests to Compare Populations3 материалов

Comparison Tests

Codio: Comparison TestsВнешний инструментComparison Tests Lesson Notes (Optional Download)Чтение

Coding Exercises

Codio: Using Statistical Tests to Compare Populations Coding ExercisesВнешний инструмент
04Using Statistical Tests to Describe Relationships5 материалов

Correlation Tests

Codio: Correlation TestsВнешний инструментCorrelation Tests Lesson Notes (Optional Download)Чтение

Regression Analysis

Codio: Regression AnalysisВнешний инструментRegression Analysis Lesson Notes (Optional Download)Чтение

Coding Exercises

Codio: Using Statistical Tests to Describe Relationships Coding ExercisesВнешний инструмент
05R Data Analysis Lab1 материалов

Lab

Codio: R Data Analysis LabВнешний инструмент