R Programming LiveLessons (Video Training): Fundamentals to Advanced

R Programming Lessons: Fundamentals to Advanced takes you through the most important aspects of R, the statistical programming language. It covers everything from modeling to complex modeling. It covers programming basics, visualizations, data munging and regression, classification, clustering and modern machine learning.

About the Author

Columbia University adjunct Professor, data scientist, and organizer of the New York Open Statistical Programming meetup Jared P. Lander explains the 20 percent of R functionality needed to achieve 80 percent of most statistical needs. This video is based upon R For Everyone. It is a condensed version from the course Mr. Lander teaches here at Columbia. You begin by installing R and setting up a productive working environment. Then you will learn how to program R and use these skills to prepare and munge data for analysis. Next, you will learn visualization, modeling, predicting and finally how to create reports and websites as well as R packages.