Learn Programming Language R
This educational course on R Programming is designed to provide learners with a comprehensive understanding of R as a programming language, its applications in data analysis, and its capabilities in statistical methods and visualization. The course covers fundamental topics such as installation, syntax, data types, and structures before advancing to data manipulation, visualization techniques, and statistical analysis. By the end of this course, learners will be equipped with the necessary skills to conduct data analysis projects and create interactive reports using R and RMarkdown.
Introduction to R Programming
Data Types and Structures in R
Data Manipulation in R
Data Visualization with R
Programming and Functions
Statistical Analysis with R
Data transformation with dplyr
dplyr is a powerful R package for data manipulation, making it easier to clean, transform, and analyze data. Mastery of dplyr is key for efficient data wrangling, which is a core skill for data analysts and scientists.
Top 10 Must-Know {dplyr} Commands for Data Wrangling in R!
Dplyr Essentials (easy data manipulation in R): select, mutate, filter, group_by, summarise, & more
dplyr tutorial | A quick guide to using dplyr in the wild