R Programming

244 reviews

Learn to program in R and use it for data analysis. Covers installation, configuration, programming concepts, and statistical data analysis. 4 weeks. Johns Hopkins University.

• Coursera
• 57 hours
• On-Demand
• Free Online Course (Audit)

Statistics and R

20 reviews

An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

R Programming Fundamentals

25 ratings at edX

Stanford's 6-week course on R programming fundamentals, covering installation to basic statistical functions. Expect 2-3 hours of work per week.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Facebook

Data Analysis with R

18 reviews

Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Bayesian Statistics

12 reviews

Duke University's 5-week course on Bayesian Statistics. Learn to use Bayes’ rule, build models, implement in R, and apply to practical problems. Prior knowledge in Probability, Inferential Statistics, and Linear Regression required.

• Coursera
• 35 hours
• On-Demand
• Free Online Course (Audit)

Great Learning

R Programming For Beginners-Full Course | Learn R in 3 Hours| R Language Tutorial | Great Learning

1 review

Learn R programming basics in 3-4 hours with Great Learning. Understand variables, data types, operators, data manipulation with dplyr, and data visualization with ggplot2. Includes a case study.

• YouTube
• 3 hours 29 minutes
• On-Demand
• Free Online Course

Data School

Data manipulation in R with dplyr

1 review

Data School offers a hands-on introduction to faster data manipulation in R using dplyr, with 1-2 hours of material.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Advanced Linear Models for Data Science 1: Least Squares

182 ratings at Coursera

Learn advanced linear models for data science with a focus on least squares in this 6-week course by Johns Hopkins University. Requires knowledge of R programming.

• Coursera
• 8-9 hours
• On-Demand
• Free Online Course (Audit)

Building R Packages

221 ratings at Coursera

Learn to build and distribute R packages with Johns Hopkins University's 4-week course, covering documentation, robust software writing, and cross-platform development.

• Coursera
• 21 hours
• On-Demand
• Free Online Course (Audit)

Arranging and Visualizing Data in R

Learn to navigate R and RStudio, manipulate data, create plots, and establish a project workflow in this 4-week course from the University of Michigan.

• Coursera
• 19 hours
• On-Demand
• Free Online Course (Audit)

Fundamentals of Data Analytics in the Public Sector with R

21 ratings at Coursera

Learn foundational programming techniques using R and understand key concepts in public administration with the University of Michigan's 5-week course. Ideal for professionals in the public sector.

• Coursera
• 15 hours
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Kanpur

Essentials of Data Science With R Software - 1: Probability and Statistical Inference

The main objective of statistics is to work on a small sample of data but provide conclusions for the whole population. Such results cannot be obtained without learning the concepts and tools of theory of probability and statistical inference.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Online Course

2021 STEM Workshop, Introduction of R/Python programming and Bioinformatics to High School Students

Indiana University offers a 15-hour workshop introducing high school students to R/Python programming and bioinformatics, with a focus on computational biology analysis.

• YouTube
• 15 hours
• On-Demand
• Free Online Course

Data Science Dojo

R and Python: the best of both worlds

Data Science Dojo offers a short, insightful guide on combining R and Python for data science, highlighting their unique features, comparison, and integration methods with a case study.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Data Science Dojo

Text Analytics Crash Course with R

Learn to analyze text data using machine learning models with Data Science Dojo's 6-hour program. Gain insights into data pipelines, model optimization, and data visualization.

• YouTube
• 6 hours 9 minutes
• On-Demand
• Free Online Course