What skills can I learn in R programming courses on Coursera?

R programming courses on Coursera offer learners an opportunity to master a wide array of skills essential for data analysis , statistical computing, and graphical representation, including: Fundamentals of R syntax and programming environment Data manipulation and cleaning techniques using R packages like dplyr and tidyr Statistical analysis and model building to interpret complex data sets Creating compelling visualizations with ggplot2 and other visualization tools Developing reproducible reports and interactive web apps with R Markdown and Shiny Applying R in various domains such as finance, healthcare, and academic research

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

What certifications and credentials can I earn by studying R programming on Coursera?

Engaging in R programming courses on Coursera can lead to several forms of recognition that highlight your skills and dedication: Course Certificates: These certificates demonstrate your success in individual R programming courses, showcasing your skills in specific aspects of the language. Professional Certificates: Obtain these by completing a series of courses that prepare you for data analysis and statistical roles using R. Specializations: Deepen your proficiency with comprehensive course sequences that focus on specific areas such as statistical analysis, machine learning, or advanced data visualization with R.

How can I purchase R programming training courses for my team?

Looking to enhance your team's R programming skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our R programming training options and make a purchase, please visit our Coursera for Teams page.

Top R Courses - Learn R Online

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Explore the R Course Catalog

Coursera Project Network
Introduction to R: Basic R syntax
Skills you'll gain: R Programming, Statistical Programming, Development Environment, Programming Principles
4.5
Rating, 4.5 out of 5 stars
45 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Getting Started with Rstudio
Skills you'll gain: Interactive Data Visualization, Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development, Cloud Hosting
4.6
Rating, 4.6 out of 5 stars
141 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Using probability distributions for real world problems in R
Skills you'll gain: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Data Science, Probability
4.8
Rating, 4.8 out of 5 stars
28 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Transforming Data in R
Skills you'll gain: Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Cleansing, Data Integration, R Programming, Data Quality
4.5
Rating, 4.5 out of 5 stars
23 reviews
Intermediate · Guided Project · Less Than 2 Hours
Imperial College London
Linear Regression in R for Public Health
Skills you'll gain: Correlation Analysis, Regression Analysis, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Statistical Analysis, Probability & Statistics, Biostatistics, Scatter Plots
4.8
Rating, 4.8 out of 5 stars
518 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Reproducible Research
Skills you'll gain: Rmarkdown, Knitr, Data Sharing, Statistical Reporting, Data Analysis, Statistical Analysis, Exploratory Data Analysis, R Programming, Technical Communication, Version Control
4.6
Rating, 4.6 out of 5 stars
4.2K reviews
Mixed · Course · 1 - 4 Weeks
University of Michigan
Fundamentals of Data Analytics in the Public Sector with R
Skills you'll gain: Data Visualization, Tidyverse (R Package), Data Analysis, Statistical Analysis, Demography, Analysis, Public Administration, Economics, Policy, and Social Studies, Policy Analysis, Public Policies, People Analytics, R Programming, Sampling (Statistics), Statistical Programming, Analytics, Data Cleansing, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
40 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Using Descriptive Statistics to Analyze Data in R
Skills you'll gain: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Cleansing, Data Processing, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
4.6
Rating, 4.6 out of 5 stars
92 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Importing Data into R
Skills you'll gain: Web Scraping, Relational Databases, Statistical Software, Data Import/Export, R Programming, MySQL, Data Capture, Microsoft Excel
4.6
Rating, 4.6 out of 5 stars
18 reviews
Intermediate · Guided Project · Less Than 2 Hours
IBM
Data Science with R - Capstone Project
Skills you'll gain: Shiny (R Package), Data Presentation, Exploratory Data Analysis, Data Wrangling, Predictive Modeling, Tidyverse (R Package), Data Science, Data Collection, Data Storytelling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Analysis, Data Cleansing, Statistical Modeling, R Programming, Regression Analysis, Ggplot2, Data Visualization Software, Web Scraping
4.6
Rating, 4.6 out of 5 stars
91 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Data Manipulation with dplyr in R
Skills you'll gain: Data Manipulation, Tidyverse (R Package), Data Analysis, R Programming, Exploratory Data Analysis, Data Transformation
4.6
Rating, 4.6 out of 5 stars
21 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Johns Hopkins University
R 프로그래밍
Skills you'll gain: R Programming, Statistical Programming, Statistical Analysis, Data Analysis, Debugging, Software Installation, Data Access, Simulations, Integrated Development Environments, Computer Programming, Program Development, Data Import/Export, Performance Tuning, Data Structures
Intermediate · Course · 1 - 4 Weeks

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

Introduction to R: Basic R syntax: Coursera Project Network
Getting Started with Rstudio: Coursera Project Network
Using probability distributions for real world problems in R: Coursera Project Network
Transforming Data in R: Coursera Project Network
Linear Regression in R for Public Health : Imperial College London
Reproducible Research: Johns Hopkins University
Fundamentals of Data Analytics in the Public Sector with R: University of Michigan
Using Descriptive Statistics to Analyze Data in R: Coursera Project Network
Importing Data into R: Coursera Project Network
Data Science with R - Capstone Project: IBM

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