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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+
2,443 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

R 中的特征工程

中级技能水平
4.7+
149 条评价
4小时
学习机器学习模型的特征工程原理,以及如何使用 R tidymodels 框架实现它们。

课程

Financial Trading in R

中级技能水平
4.8+
77 条评价
5小时
This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

课程

R 自然语言处理入门

中级技能水平
4.8+
40 条评价
4小时
掌握在 R 中精通自然语言处理所需的全部技能和工具概览。

课程

R 中的降维

基础技能水平
4.7+
97 条评价
4小时
学习 R 中的降维技术,掌握特征选择和特征提取,用于你自己的数据和模型。

课程

R 中的营销选择建模

高级技能水平
4.8+
42 条评价
4小时
学习如何在 R 中分析和建模客户选择数据。

课程

R 中的超参数调优

高级技能水平
4.8+
59 条评价
4小时
学习如何调优模型的超参数,以获得最佳预测结果。

课程

R 中级正则表达式

中级技能水平
4.8+
34 条评价
4小时
用 R 掌握正则表达式和字符串距离,处理文本数据、分析等更多内容。

课程

R 中的情感分析

中级技能水平
4.7+
96 条评价
4小时
学习情感分析:识别正负面语言、具体情绪意图,并制作有说服力的可视化。

课程

R 的可扩展数据处理

高级技能水平
4.7+
25 条评价
4小时
学习如何使用 bigmemory 和 iotools 包,用 R 编写可扩展代码来处理大数据。

课程

R 防御式编程

中级技能水平
4.8+
78 条评价
4小时
学习 R 中的防御性编程,让你的代码更健壮。

课程

使用 flexdashboard 构建仪表板

中级技能水平
4.7+
51 条评价
4小时
在本课程中,你将学习如何使用 flexdashboard 和 shiny 创建静态和交互式仪表板。

课程

用 R 分析社交媒体数据

中级技能水平
4.8+
90 条评价
4小时
提取并可视化 Twitter 数据,进行情感和网络分析,并映射推文的地理位置。

课程

R 中的业务流程分析

中级技能水平
4.8+
43 条评价
4小时
学习如何用 R 分析业务流程,并从海量事件数据中提取可执行洞察。

课程

Forecasting Product Demand in R

中级技能水平
4.7+
30 条评价
4小时
Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

课程

Bayesian Modeling with RJAGS

高级技能水平
4.8+
51 条评价
4小时
In this course, youll learn how to implement more advanced Bayesian models using RJAGS.

课程

R 并行编程

中级技能水平
4.7+
76 条评价
4小时
释放 R 中并行计算的强大能力。提升数据分析技能,加速计算,轻松处理大型数据集。

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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