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
Regression analysis
Regression analysis is crucial for understanding relationships between variables and predicting outcomes. This subtopic introduces learners to regression techniques in R, enabling them to analyze and interpret data effectively.
Fitting and visualizing linear regression models with the ggplot2 R package (CC237)
Multiple Regression in R, Step by Step!!!
Multiple Regression from beginning to end in 30 minutes.