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  • R Programming

R Courses

R courses can help you learn data manipulation, statistical analysis, data visualization, and programming fundamentals. You can build skills in creating reproducible research, performing regression analysis, and implementing machine learning algorithms. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, which enhance your ability to analyze datasets and present findings effectively.

Popular R Courses and Certifications


  • E

    EDUCBA

    Machine Learning Projects in R with Caret

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Machine Learning Methods, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning Software, Machine Learning, Data Validation, Data Wrangling, Machine Learning Algorithms, Data Integrity, Data Import/Export, Data Analysis

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Real-Time Embedded Systems Concepts and Practices

    Skills you'll gain: Embedded Software, Electronic Hardware, Electronic Systems, Electrical and Computer Engineering, Service Level, System Configuration

    3.9 stars, 98 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (98) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)

    4.3 stars, 40 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (40) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • L

    LearnQuest

    Object-Oriented Programming Concepts

    Skills you'll gain: Unified Modeling Language, Object Oriented Programming (OOP), Object Oriented Design, Test Driven Development (TDD), Software Design Patterns, Software Design, Programming Principles, Program Development, Development Testing, Process Driven Development, Computer Programming, Software Development Methodologies, Distributed Computing

    4.5 stars, 149 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (149) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2))

    Skills you'll gain: Data Structures, Data Visualization Software, File I/O, Market Data, Financial Data, Financial Analysis, Data Analysis, Programming Principles, Data Processing, Python Programming, Data Manipulation, Data Import/Export, Maintainability, Data Validation

    4.6 stars, 261 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (261) · Intermediate · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Data Pipelines, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Model Training, Data Processing, AI Workflows, Data Preprocessing, Embeddings

    4.8 stars, 196 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (196) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Embedded Interface Design

    Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Persona (User Experience), Internet Of Things, API Design, User Interface (UI), Embedded Software, Amazon Web Services, Cloud Computing Architecture, Embedded Systems, Application Programming Interface (API), Prototyping, User Interface (UI) Design, Software Development

    4.5 stars, 148 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (148) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Meta

    Mobile Development and JavaScript

    Skills you'll gain: Jest (JavaScript Testing Framework), Mobile Development, Web Development Tools, Android Development, React.js, Javascript, Unit Testing, Test Script Development, Node.JS, Package and Software Management, Programming Principles, Object Oriented Programming (OOP), Event-Driven Programming, Functional Design

    4.1 stars, 134 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (134) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    The Complete Quantum Computing Course for Beginners

    Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation

    4.4 stars, 104 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (104) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Introduction to Javascript: The Basics

    Skills you'll gain: Javascript, Back-End Web Development, Server Side, Front-End Web Development, Hypertext Markup Language (HTML), Scripting, Event-Driven Programming, JavaScript Frameworks, Web Applications, Mobile Development, HTML and CSS, Web Development, Scripting Languages, Event Monitoring, Code Reusability

    4.3 stars, 291 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (291) · Beginner · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    Python: A Guided Journey from Introduction to Application

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), Generative AI, NumPy, Object Oriented Programming (OOP), Model Training, Deep Learning, Image Analysis, Machine Learning Methods, Plot (Graphics), Object Oriented Design, Integrated Development Environments, Python Programming, Development Environment, Computer Programming Tools, Event-Driven Programming, Computer Programming

    4.1 stars, 86 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.1 (86) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Anthropic

    Building with the Claude API

    Skills you'll gain: Prompt Engineering, AI Workflows, Agentic Workflows, Claude Code, Prompt Patterns, Model Context Protocol, Prompt Engineering Tools, Retrieval-Augmented Generation, Anthropic Claude, Agentic systems, Application Programming Interface (API), Tool Calling, Embeddings, Model Evaluation

    4.7 stars, 160 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (160) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
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In summary, here are 10 of our most popular r programming courses

  • Machine Learning Projects in R with Caret: EDUCBA
  • Real-Time Embedded Systems Concepts and Practices: University of Colorado Boulder
  • Modern Regression Analysis in R: University of Colorado Boulder
  • Object-Oriented Programming Concepts: LearnQuest
  • 用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2)): National Taiwan University
  • Customising your models with TensorFlow 2: Imperial College London
  • Embedded Interface Design: University of Colorado Boulder
  • Mobile Development and JavaScript: Meta
  • The Complete Quantum Computing Course for Beginners: Packt
  • Introduction to Javascript: The Basics: Coursera

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Exploratory Data Analysis (26)
Data Modeling (21)
Data Manipulation (20)

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