“R编程：从入门到高阶”教程是对R，这种统计编程语言最重要部分的学习，内容涵盖了基本的到复杂建模。教程还包括了读取数据、编程基础、虚拟化、数据再加工、回归分析、分类、簇化、现代机器学习等内容。

Livelessons - R Programming (Video Training): Fundamentals to Advanced

English | .MP4 | AAC LC, 2 channels, 48.0 KHz | AVC

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, 960x540 pixels, 25.000 fps @ 483 Kbps | 1.605GB

Genre: E-learning

R Programming LiveLessons: Fundamentals to Advanced is a tour through the most important parts of R, the statistical programming language, from the very basics to complex modeling. It covers reading data, programming basics, visualization, data munging, regression, classification, clustering, modern machine learning and more.

About the Author:

Data scientist, Columbia University adjunct Professor, author and organizer of the New York Open Statistical Programming meetup Jared P. Lander presents the 20 percent of R functionality to accomplish 80 percent of most statistics needs. This video is based on the material in R for Everyone and is a condensed version of the course Mr. Lander teaches at Columbia. You start with simply installing R and setting up a productive work environment. You then learn the basics of data and programming using these skills to munge and prepare data for analysis. You then learn visualization, modeling and predicting and close with generating reports and websites and building R packages.