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  2. R For Data Analysis

R For Data Analysis Courses

Courses in R for Data Analysis can help you learn data manipulation, statistical modeling, data visualization, and hypothesis testing. You can build skills in cleaning datasets, performing regression analysis, and creating informative graphs. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, showing how these tools facilitate efficient data analysis and enhance the presentation of findings.

Popular R For Data Analysis Courses and Certifications


  • I

    IBM

    Data Analysis with R

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Statistical Analysis, Data Analysis, Model Evaluation, Data Transformation, R Programming, Data Visualization, Regression Analysis, Predictive Modeling, Statistical Methods, Data Manipulation, Data Science, Box Plots, Correlation Analysis, Data Cleansing, Data Preprocessing, Model Optimization, Data Import/Export

    4.7 stars, 379 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (379) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Analysis with R

    Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Exploratory Data Analysis, Regression Analysis, R (Software), Statistical Reporting, Probability & Statistics, Probability Distribution, Statistical Analysis, Statistical Methods, Statistics, Statistical Software, Data Analysis Software, Data Analysis, Probability, R Programming, Statistical Modeling, Data Visualization

    4.7 stars, 7.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (7.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Plot (Graphics), Data Transformation, R Programming, Data Science, Data Wrangling, Data Presentation, Version Control

    4.8 stars, 48 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (48) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    R Programming

    Skills you'll gain: R (Software), Statistical Analysis, R Programming, Statistical Programming, Statistical Software, Data Analysis, Data Analysis Software, Debugging, Simulations, Programming Principles, Software Installation, Performance Tuning, Data Import/Export

    4.5 stars, 22K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (22K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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  • I

    Imperial College London

    Statistical Analysis with R for Public Health

    Skills you'll gain: Logistic Regression, Correlation Analysis, Regression Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Statistical Analysis, R (Software), Data Analysis, R Programming, Descriptive Statistics, Statistical Software, Statistical Modeling, Model Evaluation, Probability & Statistics, Statistical Methods, Data Analysis Software, Data Wrangling, Statistics, Public Health, Statistical Inference

    4.7 stars, 2.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (2.1K) · Beginner · Specialization · 3 - 6 Months

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

    Johns Hopkins University

    Data Visualization & Dashboarding with R

    Skills you'll gain: Rmarkdown, Shiny (R Package), Ggplot2, Tidyverse (R Package), Data Visualization, Statistical Visualization, Dashboard Creation, Scatter Plots, Plot (Graphics), Dashboard, R (Software), Data Import/Export, Data Visualization Software, Interactive Data Visualization, R Programming, Statistical Reporting, Data Storytelling, Data Presentation, Data Science, Data Analysis

    4.8 stars, 459 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (459) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply R for Business Analytics Projects

    Skills you'll gain: Fraud detection, Marketing Analytics, Data-Driven Marketing, Predictive Modeling, People Analytics, Customer Analysis, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Advanced Analytics, Marketing Strategies, Predictive Analytics, Statistical Analysis, Sales Management, Analytics, Data Analysis, R Programming, R (Software), Applied Machine Learning, Analytical Skills

    4.6 stars, 16 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (16) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Data Using R for Statistical Analytics

    Skills you'll gain: Analytical Skills, Statistical Methods, Exploratory Data Analysis, Business Analytics, Data Analysis, Statistical Analysis, Analytics, Statistical Visualization, R Programming, Analysis, Statistical Programming, Predictive Analytics, Statistical Modeling, Data Structures, Time Series Analysis and Forecasting, Data Manipulation, Regression Analysis, Programming Principles, Decision Tree Learning

    5 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (14) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Logistic Regression, Statistical Modeling, Statistics, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Probability & Statistics, Statistical Software, Statistical Inference, Statistical Methods, Data Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Programming, R Programming, R (Software), Predictive Modeling, Analytics, Technical Communication, Analysis

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Data Analysis with Python

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Data Import/Export, Descriptive Statistics, Box Plots, Model Optimization, Data Visualization, Python Programming

    4.7 stars, 20K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (20K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    Logical Operations

    R Programming for Data Science

    Skills you'll gain: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Regression Analysis, Statistical Visualization, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Data Analysis with Python & R

    Skills you'll gain: Git (Version Control System), Data Visualization, Data Presentation, Generative AI, Version Control, Matplotlib, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), R Programming, Tidyverse (R Package), Ggplot2, Jupyter, Python Programming, Microsoft Visual Studio, Statistical Visualization, Data Storytelling, GitHub, NumPy, Machine Learning Methods

    4.4 stars, 702 reviews, Beginner, Specialization, 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
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Best R For Data Analysis courses from IBM

Top-rated R For Data Analysis courses offered by IBM on Coursera.

  1. 1
    Data Analysis with R
    IBMIntermediate1 - 3 Months4.7(379)IBM
  2. 2
    Data Analysis with Python
    IBMIntermediate1 - 3 Months4.7(19,802)IBM

Best R For Data Analysis certificate programs

Earn a certificate in R For Data Analysis from top universities and companies.

  1. 1
    Data Analysis with R
    Duke UniversityBeginner3 - 6 Months4.7(7,736)Specialization
  2. 2
    Data Science with R
    Duke UniversityBeginner1 - 3 Months4.8(48)Specialization
  3. 3
    Statistical Analysis with R for Public Health
    Imperial College LondonBeginner3 - 6 Months4.7(2,090)Specialization

Best R For Data Analysis courses for beginners

Top-rated beginner-friendly R For Data Analysis courses with no prerequisites.

  1. 1
    Data Visualization & Dashboarding with R
    Johns Hopkins UniversityBeginner3 - 6 Months4.8(459)No prerequisites
  2. 2
    Apply R for Business Analytics Projects
    EDUCBABeginner1 - 3 Months4.6(16)No prerequisites
  3. 3
    Analyze Data Using R for Statistical Analytics
    EDUCBABeginner1 - 4 Weeks5.0(14)No prerequisites

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