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  2. R Programming

Advanced R Programming Courses

Advanced R programming courses can help you learn data manipulation, statistical modeling, and visualization techniques. You can build skills in creating custom functions, optimizing code for performance, and applying machine learning algorithms. Many courses introduce tools like the tidyverse for data analysis, ggplot2 for visualization, and Shiny for building interactive web applications, demonstrating how these skills can be applied in practical data-driven projects.

Popular Advanced R Programming Courses and Certifications


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  • G

    Google

    Google Advanced Data Analytics

    Skills you'll gain: Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Programming, Data Cleansing, Data Manipulation, Data Structures, Interviewing Skills, NumPy, Google Gemini

    4.8 stars, 13K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (13K) · Advanced · Professional Certificate · 3 - 6 Months

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

    Google

    Google Business Intelligence

    Skills you'll gain: Data Modeling, Stakeholder Engagement, Dashboard, Business Intelligence, Tableau Software, Extract, Transform, Load, Data Warehousing, Data Store, Database Systems, Data Visualization, Data Pipelines, Interviewing Skills, Business Process, Business Analysis, Database Design, Data Mart, Applicant Tracking Systems, Data Analysis, SQL, Stakeholder Communications

    4.8 stars, 9.6K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (9.6K) · Advanced · Professional Certificate · 3 - 6 Months

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

    IBM

    IBM RAG and Agentic AI

    Skills you'll gain: Prompt Engineering, AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, Retrieval-Augmented Generation, LLM Application, Tool Calling, Agentic systems, Model Context Protocol, Generative AI Agents, Generative AI, AI Security, Vector Databases, Responsible AI, Embeddings, Large Language Modeling, AI Integrations, Software Development

    4.6 stars, 1.2K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.6 (1.2K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    Strategic Business Analytics

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Business Analytics, Forecasting, Peer Review, Statistical Methods, Data Presentation, Customer Analysis, Case Studies, R (Software), Information Technology, Presentations, Analytics, Digital Transformation, Advanced Analytics, Marketing Strategies, Complex Problem Solving, Analysis, R Programming, Data Analysis

    4.4 stars, 1.3K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (1.3K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google IT Automation with Python

    Skills you'll gain: Version Control, Cloud Management, Test Automation, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Infrastructure, Virtual Machines, Development Testing, Scripting, Software Testing, Cloud Services, Performance Tuning, Email Automation, Web Presence, Python Programming, CI/CD, Configuration Management, Program Development, Containerization, Unit Testing

    4.8 stars, 56K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (56K) · Advanced · Professional Certificate · 3 - 6 Months

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

    Duke University

    MLOps | Machine Learning Operations

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, GitHub Copilot, Responsible AI, Data Manipulation, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis

    4.1 stars, 651 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.1 (651) · Advanced · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • U

    University of Toronto

    Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Control Systems, Robotics, Deep Learning, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Artificial Neural Networks, Global Positioning Systems, Hardware Architecture, Systems Architecture, Estimation, Algorithms, Model Training, Computer Hardware, Mathematical Modeling, Linear Algebra

    4.7 stars, 3.6K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (3.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Recommender Systems Engineering with LinkedIn

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Feature Engineering, Generative AI, Model Evaluation, Databricks, Generative Model Architectures, Model Optimization, Vector Databases, Redis, Microsoft Azure, Deep Learning, Performance Stress Testing, PyTorch (Machine Learning Library), LLM Application, Embeddings, Program Evaluation, Artificial Neural Networks, Python Programming

    Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Mobile App Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Data Ethics, Generative AI Agents, AI Personalization, ChatGPT, Mobile Development, AI literacy, Software Design, Anthropic Claude, AI Integrations, Personalized Campaigns, Software Architecture, Machine Learning Methods, Artificial Intelligence, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Continuous Integration, Software Development

    4.7 stars, 12K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (12K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM AI Enterprise Workflow

    Skills you'll gain: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Application Deployment, Dimensionality Reduction, Model Training, Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Design Thinking, Data Science, Machine Learning, Python Programming

    4.4 stars, 393 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (393) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Quantum computing, Cryptography, Design Strategies, Encryption, Data Science, Informatics, Computer Science, Mathematical Modeling, Analysis, Python Programming, Model Optimization

    4.7 stars, 983 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (983) · Advanced · Specialization · 3 - 6 Months

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

    Johns Hopkins University

    Advanced Statistics for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives

    4.4 stars, 801 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (801) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1234…26

Best R Programming courses from Google

Top-rated R Programming courses offered by Google on Coursera.

  1. 1
    Google Advanced Data Analytics
    GoogleAdvanced3 - 6 Months4.8(12,812)Google
  2. 2
    Google Business Intelligence
    GoogleAdvanced3 - 6 Months4.8(9,628)Google
  3. 3
    Google IT Automation with Python
    GoogleAdvanced3 - 6 Months4.8(55,876)Google

Best R Programming certificate programs

Earn a certificate in R Programming from top universities and companies.

  1. 1
    IBM RAG and Agentic AI
    IBMAdvanced3 - 6 Months4.6(1,160)Professional Certificate
  2. 2
    Strategic Business Analytics
    ESSEC Business SchoolAdvanced3 - 6 Months4.4(1,287)Specialization
  3. 3
    MLOps | Machine Learning Operations
    Duke UniversityAdvanced3 - 6 Months4.1(651)Specialization

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