R for Beginners

R is a powerful and versatile programming language and environment primarily used for statistical analysis and data visualization. Learning R takes time and practice. Don't be afraid to make mistakes – that's how you learn! Start small, build your skills gradually, and enjoy the learning process.  

This introductory tutorial will teach you how to begin programming with R.  This section covers the following lessons: 

1. Getting Started with R

   • Download and Installation R

   • How to Run R Code in Google Colab

   • Introduction to using R

2. R Data Import/Export 

   • Data Import/Export to/from R

   • Data Import and Export with readr

   • Big-data Import/Export with data.table, Feather & Arrow

   • Data Read/Write with googlesheets4

3. Data Wrangling with R 

   • Data Wrangling with dplyr and tidyr

   • Data Wrangling with data.table

   • Data Wrangling with Janitor

   • Data Wrangling with lubricate

4. Basic Statistics in R 

   • Descriptive Statistics

   • Inferential Statistics

   • Correlation Analysis

   • Simple Regression Analysis

   • Multiple Regression Analysis

   • Analysis of Variance (ANOVA)

5. Data Exploration and Visualization in  R 

   • Basic Data Exploration and Visualization

   • Data Exploration with dlookr

   • Data Exploration with DataExplorer

   • Data Exploration with skimr

   • Data Exploration with SmartEDA