R is considered one of the most popular programming languages, it has applications in many fields such as statistical data analysis, statistical modeling, machine learning, and data visualization. The aim of this course is to provide the undergraduate students with the skills of using command-line interpreter for statistical data analysis as well as learning how to use the proper design to conduct an experiment.