Comprehensive Graphics Visualizations with R

所在平台: Udemy

课程主页: https://www.udemy.com/course/comprehensive-graphics-with-r/

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课程简介

**课程名称:** R语言综合数据可视化 **课程概述:** 本课程将全面深入地介绍R语言中的三大主要图形绘制方法:基础图形(base graphics)、lattice图形和ggplot2图形。同时,课程还将演示如何使用R Commander界面创建各种二维和三维图形。 课程的大部分内容将通过“动手实操”的方式,利用随课程提供的详尽脚本和数据集,演示如何创建各种各样的二维和三维图表。课程还提供充分的文档支持,包括幻灯片、练习题和习题解答。 课程将介绍并使用两个最受欢迎的R控制台“前端”:R Commander和RStudio。我们将从探索R Commander和RStudio图形用户界面(GUI)提供的图形输出范围开始。随后,课程将更深入地研究基础图形、lattice和ggplot2这三大主要图形系统的图形能力。 **课程亮点:** * **全面性:** 涵盖R语言中所有主要的数据可视化技术。 * **实操性:** 大量的“动手”演示,使用真实的数据集和脚本。 * **界面介绍:** 详细讲解R Commander和RStudio两种强大的R前端工具。 * **深度解析:** 分别深入探讨基础图形、lattice和ggplot2的强大功能。 * **动画制作:** 课程还会展示创建动画图表的可能性。 **目标学员:** 任何希望充分利用R语言强大的数据可视化和图形绘制能力进行工作和研究的人士。 **重要性:** R语言在设计之初就非常注重可视化和图形能力。本课程将帮助您发掘R语言在图形绘制方面的全部潜力,从而更好地应用于个人工作和研究项目。错过本课程,您将错过大量机会来运用R语言丰富、强大的图形化工具。

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Comprehensive Graphics with R is a thorough, comprehensive overview of each of three major graphics approaches in R: base, lattice, and ggplot. The course also demonstrates the use of the R Commander interface to create a variety of 2D and 3D graphics. Most of the course is engaged in live, "hands-on" demonstrations of creating a wide range of 2D and 3D plots and graphs using extensive scripts and data sets, all provided with the course materials. Adequate documentation including slides, exercises and exercise solutions are also provided. The course demonstrates (and uses) two of the most popular ‘front-ends' to the R Console: R Commander and RStudio. We begin by exploring the range of graphics output available using both the R Commander and RStudio GUI interfaces to the R Console. The course then follows with a more in-depth examination of the graphics capabilities for each of the three main graphics systems, base, lattice, and ggplot.This course is a ‘must see' for anyone who will use R and wishes to get the most out of the stunning variety of graphical charts, plots, and even animations that are available. The R software was designed from the outset to be particularly strong in visualization and graphical capabilities. However, if you are unaware of the full range of these capabilities you are missing opportunities to apply this wide variety of rich, powerful graphics to your own work and research projects. Accordingly, this course is specifically designed to comprehensively demonstrate and explain the broad range of graphical outputs that are available with R.

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