R Programming Tutorial
Offered By: Derek Banas via YouTube
Course Description
Overview
Learn the fundamentals of R programming in this comprehensive tutorial. Cover essential topics including installation, R Studio setup, data types, operators, control structures, data structures, functions, file I/O, and data visualization. Explore practical examples of statistical analysis, plotting, and data manipulation. Gain hands-on experience with vectors, matrices, arrays, and data frames. Master key concepts such as exception handling, closures, and anonymous functions. Dive into advanced topics like regression analysis and creating various types of charts. By the end of this tutorial, acquire the skills to perform complex calculations, conduct statistical analyses, and create stunning visualizations using R's powerful plotting system.
Syllabus
Installation.
R Studio Setup.
Fun Example.
Assignment.
Variables.
Data Types.
Arithmetic Operators.
Vectors.
Relational Operators.
Logical Operators.
If.
Switch.
Strings.
Factors.
Data Frames.
Repeat.
While.
For.
Matrices.
Arrays.
Functions.
Anonymous Functions.
Closures.
Exception Handling.
File I/O.
Plotting.
Math Functions.
Random Numbers.
Pie Charts.
Bar Charts.
Regression Analysis.
Taught by
Derek Banas
Related Courses
Intro to StatisticsStanford University via Udacity Introduction to Data Science
University of Washington via Coursera Passion Driven Statistics
Wesleyan University via Coursera Information Visualization
Indiana University via Independent DCO042 - Python For Informatics
University of Michigan via Independent