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R courses

R is a language for data analysis, statistics, and machine learning. DataCamp’s expert-led R courses offer interactive practice with projects to build job-ready skills fast. Start learning R today and unlock new data science opportunities.

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Recomended For Starters

Become an R programmer and develop your R skills with interactive courses, tracks and projects, curated by real-world experts.

课程

R 入门

基础技能水平
4.8+
2,368 条评价
4小时
掌握 R 数据分析基础,包括向量、列表和数据框,并用真实数据集实践 R。

学习路径

R编程基础

4.4+
14 条评价
22小时
提升你的 R 编程技能!学习如何使用常见数据结构、优化代码,并编写自己的函数。

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浏览 R 课程和学习路径

课程

Mixture Models in R

中级技能水平
4.7+
22 条评价
4小时
Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

课程

Scalable Data Processing in R

高级技能水平
4.6+
22 条评价
4小时
Learn how to write scalable code for working with big data in R using the bigmemory and iotools packages.

课程

Probability Puzzles in R

基础技能水平
4.8+
66 条评价
4小时
Learn strategies for answering probability questions in R by solving a variety of probability puzzles.

课程

Case Studies: Network Analysis in R

基础技能水平
4.7+
43 条评价
4小时
Apply fundamental concepts in network analysis to large real-world datasets in 4 different case studies.

学习路径

分析基因组数据 在 R 中

4.5+
4 条评价
16小时
从基础的 Bioconductor 包和下一代测序数据分析工作流程开始,探索计算生物学的世界。

学习路径

数据可视化 在 R 中

5
3 条评价
12小时
使用 R 中的 ggplot2 进行数据可视化,让您的数据一目了然。 学习图形和绘图技能,更好地讲述数据故事。

学习路径

数据处理 在 R 中

4.8+
7 条评价
16小时
使用 dplyr 和 tidyr 轻松处理数据操作。 学习如何转换、排序和筛选数据,为快速分析做好准备。

学习路径

统计推断 在 R 中

5
2 条评价
16小时
理解、解读并调优统计和机器学习模型所需的一套核心统计推断技能。

学习路径

导入与清洗数据 在 R 中

5
1 条评价
14小时
掌握在 R 中导入和清理数据所需的实战技能,让你能够揭示真正重要的洞察。

学习路径

Shiny 基础知识 在 R 中

4.5+
2 条评价
16小时
学习如何使用 Shiny 这一流行的 R 包,构建高度交互式网页应用,并将你的分析以仪表板和可视化的形式分享出去。

学习路径

文本挖掘 在 R 中

5
4 条评价
16小时
通过 R 中的文本挖掘,学习如何借助 R 中的情感分析从推文、产品评论和书籍中提取有趣的洞见。

学习路径

大数据 在 R 中

5
1 条评价
16小时
通过并行编程在 R 中处理大数据,连接 Spark,编写可扩展且高效的 R 代码,并学习可视化大数据的方法。

学习路径

交互式数据可视化 在 R 中

16小时
在 R 中构建精美的交互式地图,通过缩放和悬停查看图表来探索您的数据,并设计引人入胜、动态的图表。

R 相关资源

R Project

博客

The Top 8 R Project Ideas for 2026

Discover what R is and all the benefits for using it while giving examples and new ideas for a project.
Elena Kosourova's photo

Elena Kosourova

14分钟

博客

Python vs R for Data Science: Which Should You Learn?

This guide will help you answer one of the most frequently asked questions of newcomers in data science and help you choose between R and Python.
Javier Canales Luna's photo

Javier Canales Luna

10分钟

速查表

Getting Started with R Cheat Sheet

This cheat sheet will cover an overview of getting started with R. Use it as a handy, high-level reference for a quick start with R. For more detailed R Cheat Sheets, follow the highlighted cheat sheets below.
Richie Cotton's photo

Richie Cotton

9分钟


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Frequently asked questions

What is R?

R is a statistical computing and graphics system, consisting of the R language and a run-time environment. Originally designed for statistical purposes, it excels in data analysis, mining, modeling, and creating visualizations. Primarily used for statistics and data science, its applications extend to AI, machine learning, financial analysis, and more. Being open-source and equipped with a wide array of functions and packages, R is popular across multiple fields including academia, finance, and social media.

Do I need any prior programming experience to start learning R?

No prior programming experience is required to start learning R. Our courses are designed to be accessible to beginners, with step-by-step guidance that makes learning R straightforward—even for those new to programming.

How can learning R benefit my career?

Learning R can significantly enhance your career, especially if you are interested in fields like data analysis, statistics, or research. As a language specifically designed for statistical analysis and data visualization, R skills are highly sought after in industries ranging from healthcare and finance to academia and marketing, opening up a wide range of job opportunities and pathways for professional growth.

How do I get started with R?

Beginning your journey with R first involves grasping its fundamental concepts—such as understanding vectors, factors, lists, and data frames. Our Introduction to R programming course covers these basics, providing a solid foundation for further exploration into the R programming language.

What is the difference between R and Python?

Python is a general-purpose programming language, developed to handle a wide range of tasks from data science to web development, making it highly versatile and popular for various applications. R, on the other hand, was created for statistical analysis and excels in data visualization and exploratory data analysis.

Is R worth learning in 2025?

Absolutely, R is worth learning in 2025, especially for those focused on specialized areas like statistical analysis, data visualization, and academic research. Despite the rapid growth of Python, R maintains a strong presence in data science and analytics, valued for its advanced statistical capabilities and dedicated community.

Does Datacamp offer an R Certification?

DataCamp offers two R certifications: Data Analyst and Data Scientist. Both are available in R or Python. If you are interested in either, check out our Certifications here.

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