R 课程
R 课程可以帮助您学习数据操作、统计分析、数据可视化和编程基础。您可以掌握创建可重复研究、执行 Regression 分析和实施机器学习算法的技能。许多课程都会介绍 RStudio 等工具以及 ggplot2 和 dplyr 等软件包，这些都能提高您分析数据集和有效展示研究结果的能力。
热门 R 课程和认证
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
状态：免费试用Johns Hopkins University
您将获得的技能: 数据展示, 应用程序部署, 应用程序开发, 数据共享, 交互式数据可视化, 数据可视化软件, 用户界面组件, 闪亮（R 套件）, 仪表板, Ggplot2
状态：免费试用Johns Hopkins University
您将获得的技能: Rmarkdown, 数据分析, 数据科学, 探索性数据分析, 统计编程, R（软件）, 软件安装, GitHub, R 程序设计, 数据扫盲, 版本控制
状态：免费试用您将获得的技能: Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Data Import/Export, Programming Principles, Predictive Modeling, Data Science, Unsupervised Learning, Machine Learning, Project Management
状态：免费试用Johns Hopkins University
您将获得的技能: Rmarkdown, 开放源码技术, 持续集成, 软件版本控制, 技术文档, 开发测试, Knitr, GitHub, 单元测试, 软件文档, 跨平台开发, R 程序设计, 软件包和软件管理, 版本控制
Coursera
您将获得的技能: Web Scraping, Relational Databases, Statistical Software, Data Import/Export, R Programming, MySQL, Data Capture, Microsoft Excel
状态：免费试用Johns Hopkins University
您将获得的技能: Rmarkdown, 地理空间信息与技术, 散点图, 交互式数据可视化, 数据操作, 动画, 统计可视化, 数据可视化软件, 数据映射, Ggplot2, Tidyverse（R 软件包）, R 程序设计, 空间数据分析, Plotly
Coursera
您将获得的技能: Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Wrangling, Data Cleansing, Data Integration, R Programming, Data Preprocessing
您将获得的技能: Alteryx, Predictive Modeling, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Data Cleansing, Risk Modeling, Machine Learning
状态：免费试用Imperial College London
您将获得的技能: 公共卫生, 探索性数据分析, 模型评估, 描述性统计, 回归分析, 逻辑回归, 预测建模, Model Evaluation, 统计分析, 统计资料, 概率与统计, R 程序设计, 数据预处理, 统计建模
状态：免费试用您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Data Manipulation
总之，以下是 10 最受欢迎的 r 课程
- Data Visualization with Python & R for Engineers: Northeastern University
- Predictive Analytics for Business with H2O in R: Coursera
- 用 Shiny 和 flexdashboard 在 R 中发布可视化内容: Johns Hopkins University
- 数据科学家的工具箱: Johns Hopkins University
- Data Science Foundations: IBM
- 构建 R 软件包: Johns Hopkins University
- Importing Data into R: Coursera
- 使用 R 进行高级数据可视化: Johns Hopkins University
- Transforming Data in R: Coursera
- Scripting with Alteryx: Python and R for Advanced Workflows: Coursera
