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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


  • C

    Coursera

    Statistical Inference & Predictive Modeling Foundations

    Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Strategic Decision-Making, Data Presentation, Predictive Modeling, Statistical Hypothesis Testing, Risk Mitigation, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Tree Learning, Keras (Neural Network Library)

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Data Preprocessing, Classification Algorithms, Applied Machine Learning, Java, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Feature Engineering, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Machine Learning, Algorithms

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Transform Data: SQL & Pandas Mastery

    Skills you'll gain: SQL, Data Transformation, Data Wrangling, Data Manipulation, Pandas (Python Package), Query Languages, Consolidation, Time Series Analysis and Forecasting, Analytics, Pivot Tables And Charts, Apache Spark

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Simulate with Monte Carlo

    Skills you'll gain: Risk Analysis, Business Risk Management, Simulation and Simulation Software, Return On Investment, Data Analysis, Data Modeling, Financial Modeling, Microsoft Excel, Data-Driven Decision-Making, Probability Distribution, Business Modeling, Strategic Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply SQL Server Database Management & Analytics

    Skills you'll gain: Microsoft SQL Servers, SQL, Relational Databases, Database Management, Database Design, Transact-SQL, Database Systems, Server Administration, Query Languages, Databases, Database Administration, Database Architecture and Administration, Data-Driven Decision-Making, Data Integrity, Database Management Systems, Servers, Data Manipulation, Data Processing, Scripting Languages, System Requirements

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    AWS Cloud Projects

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Amazon Web Services, Cloud Infrastructure, Application Development, Cloud Development, Cloud Applications, CI/CD, AWS CloudFormation, Cloud Computing Architecture, Amazon Elastic Compute Cloud, Business Intelligence, Amazon S3, Web Development, API Gateway, Cloud Platforms, Serverless Computing, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Amazon DynamoDB

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Generative AI with Python

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Agentic systems, AI Workflows, Hugging Face, CrewAI, Embeddings, Transfer Learning

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Build Serverless Automation with AWS Lambda

    Skills you'll gain: API Design, Cloud Solutions, Network Troubleshooting, Server Side, Cloud Deployment, Back-End Web Development, Data Pipelines

    Beginner · Course · 1 - 4 Weeks

  • M

    Madecraft

    Creating a Culture of Performance

    Skills you'll gain: Delegation Skills, Team Management, Performance Management, Team Building, Team Motivation, Leadership Development, Accountability, People Development, Strategic Leadership, Visionary, Constructive Feedback, Collaboration, Employee Engagement, Coaching, Stakeholder Management, Conflict Management, Relationship Building, Change Management, Continuous Improvement Process, Communication

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Design and Build Advanced Android Apps with Kotlin

    Skills you'll gain: Android Studio, Android Development, Kotlin, Mobile Development, Relational Databases, PostgreSQL, Application Design, Database Design, Databases, User Interface (UI), User Interface (UI) Design, Frontend Performance

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Minimal CMake

    Skills you'll gain: Build Tools, Continuous Integration, CI/CD, Software Configuration Management, Unit Testing, Configuration Management, Software Development Tools, Test Tools, Maintainability, Development Environment, Cross Platform Development, Package and Software Management, Command-Line Interface, Software Engineering, Software Installation, Dependency Analysis

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Python for Data Analysis: Step-By-Step with Projects

    Skills you'll gain: Data Visualization, Data Structures

    Beginner · Course · 1 - 3 Months

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

  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Build & Evaluate Decision Trees for ML: Coursera
  • Transform Data: SQL & Pandas Mastery: Coursera
  • Simulate with Monte Carlo: Coursera
  • Apply SQL Server Database Management & Analytics: EDUCBA
  • AWS Cloud Projects: Packt
  • Generative AI with Python: Packt
  • Build Serverless Automation with AWS Lambda: EDUCBA
  • Creating a Culture of Performance: Madecraft
  • Design and Build Advanced Android Apps with Kotlin: EDUCBA

Skills you can learn in Data Analysis

Analytics (85)
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Python Programming (47)
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R Programming (37)
Statistical Analysis (36)
Sql (33)
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Data Mining (27)
Exploratory Data Analysis (26)
Data Modeling (21)
Data Manipulation (20)

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