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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.

Kursus

Pengantar R

DasarTingkat Keterampilan
4.8+
32K
4 jam

Program

Dasar-Dasar Pemrograman R

12.1K
22 jam
Tingkatkan keterampilan pemrograman R Anda! Pelajari cara bekerja dengan struktur data umum, mengoptimalkan kode, dan menulis fungsi Anda sendiri.

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Cari Kursus dan Track R

Kursus

Reduksi Dimensi di R

DasarTingkat Keterampilan
4.8+
133
4 jam
Pelajari teknik pengurangan dimensi dalam R dan kuasai pemilihan dan ekstraksi fitur untuk data dan model Anda sendiri.

Kursus

Pengantar Natural Language Processing di R

MenengahTingkat Keterampilan
4.8+
133
4 jam
Dapatkan gambaran menyeluruh tentang semua keterampilan dan alat yang diperlukan untuk menguasai Pemrosesan Bahasa Alami (Natural Language Processing) dalam R.

Kursus

Support Vector Machines di R

MenengahTingkat Keterampilan
4.8+
132
4 jam
Kursus ini akan memperkenalkan mesin vektor pendukung (SVM) dengan pendekatan intuitif dan visual.

Kursus

Rekayasa Fitur di R

MenengahTingkat Keterampilan
4.7+
130
4 jam
Pelajari prinsip-prinsip feature engineering untuk model machine learning dan cara mengimplementasikannya menggunakan kerangka kerja R tidymodels.

Kursus

Business Process Analytics in R

MenengahTingkat Keterampilan
4.8+
120
4 jam
Learn how to analyze business processes in R and extract actionable insights from enormous sets of event data.

Kursus

Latihan Pertanyaan Wawancara Statistik di R

LanjutanTingkat Keterampilan
4.7+
116
4 jam
In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

Kursus

Penilaian dan Analisis Obligasi di R

MenengahTingkat Keterampilan
4.9+
115
4 jam
Pelajari cara menggunakan R untuk mengembangkan model guna mengevaluasi dan menganalisis obligasi serta melindungi mereka dari perubahan suku bunga.

Kursus

Life Insurance Products Valuation in R

DasarTingkat Keterampilan
4.8+
112
4 jam
Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

Kursus

ChIP-seq dengan Bioconductor di R

MenengahTingkat Keterampilan
4.7+
111
4 jam
Pelajari cara menganalisis dan menafsirkan data ChIP-seq dengan bantuan Bioconductor menggunakan dataset kanker manusia.

Kursus

Membangun Dasbor dengan flexdashboard

MenengahTingkat Keterampilan
4.7+
109
4 jam
Dalam kursus ini, Anda akan belajar cara membuat dashboard statis dan interaktif menggunakan flexdashboard dan shiny.

Kursus

Perdagangan Finansial dengan R

MenengahTingkat Keterampilan
4.8+
105
5 jam
Kursus ini membahas dasar-dasar perdagangan keuangan dan cara menggunakan QuantStrat untuk membangun strategi perdagangan berbasis sinyal.

Kursus

Analisis Portofolio Tingkat Menengah di R

MenengahTingkat Keterampilan
4.8+
95
5 jam
Tingkatkan keterampilan keuangan Anda untuk melakukan backtesting, menganalisis, dan mengoptimalkan portofolio keuangan.

Kursus

Ekspresi Reguler Tingkat Menengah di R

MenengahTingkat Keterampilan
4.8+
84
4 jam
Manipulasi data teks, analisis, dan lebih banyak lagi dengan menguasai ekspresi reguler dan jarak string di R.

Kursus

Bayesian Modeling with RJAGS

LanjutanTingkat Keterampilan
4.8+
82
4 jam
In this course, youll learn how to implement more advanced Bayesian models using RJAGS.

Kursus

Studi Kasus: Analisis Jaringan di R

DasarTingkat Keterampilan
4.7+
77
4 jam
Terapkan konsep dasar analisis jaringan pada dataset dunia nyata yang besar dalam 4 studi kasus yang berbeda.

Kursus

Membangun Model Respons di R

MenengahTingkat Keterampilan
4.8+
73
4 jam
Pelajari cara membangun model sederhana respons pasar untuk meningkatkan efektivitas rencana pemasaran Anda.

Kursus

Analyzing US Census Data in R

MenengahTingkat Keterampilan
4.8+
72
4 jam
Learn to rapidly visualize and explore demographic data from the United States Census Bureau using tidyverse tools.

Kursus

Parallel Programming in R

MenengahTingkat Keterampilan
4.7+
65
4 jam
Unlock the power of parallel computing in R. Enhance your data analysis skills, speed up computations, and process large datasets effortlessly.

Kursus

Pemrograman R Defensif

MenengahTingkat Keterampilan
4.9+
62
4 jam
Pelajari pemrograman defensif dalam R untuk membuat kode Anda lebih tangguh.

Kursus

Peramalan Permintaan Produk dengan R

MenengahTingkat Keterampilan
4.6+
61
4 jam
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.

Kursus

Pemrograman dengan dplyr

MenengahTingkat Keterampilan
4.7+
60
4 jam
Pelajari cara melakukan transformasi lanjutan dengan dplyr dan mengintegrasikan kode dplyr dan ggplot2 ke dalam fungsi.

Sumber daya terkait dengan R

R Project

blogs

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 mnt

blogs

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 mnt

cheat sheets

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 mnt


Ready to apply your skills?

Projects allow you to apply your knowledge to a wide range of datasets
to solve real-world problems in your browser

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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