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

Explore the R Course Catalog

Sungkyunkwan University
Using R for Regression and Machine Learning in Investment
Skills you'll gain: Regression Analysis, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Applied Machine Learning, Supervised Learning, Data Manipulation, Algorithms
4.8
Rating, 4.8 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Codio
Visualizing Data & Communicating Results in R with RStudio
Skills you'll gain: Rmarkdown, Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, R Programming
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Amsterdam
Basic Statistics
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Sampling (Statistics), Probability Distribution, Correlation Analysis, Probability, Statistical Inference, Regression Analysis, Sample Size Determination, Statistics, Scientific Methods
4.6
Rating, 4.6 out of 5 stars
4.6K reviews
Beginner · Course · 1 - 3 Months
Northeastern University
Data Visualization with Python & R for Engineers
Skills you'll gain: Data Storytelling, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Graphing, Big Data, Data Transformation, Programming Principles, Python Programming, Data Structures, Scripting
Mixed · Course · 1 - 4 Weeks
National Taiwan University
Operations Research (1): Models and Applications
Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Business Modeling, Industrial Engineering, Business Analytics, Production Planning, Inventory Management System, Microsoft Excel, Scheduling, Linear Algebra
4.8
Rating, 4.8 out of 5 stars
543 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Pennsylvania
Intellectual Property Law
Skills you'll gain: Intellectual Property, Legal Strategy, Brand Awareness, Brand Management, Asset Protection, Regulation and Legal Compliance, Packaging and Labeling, Business Strategy, Law, Regulation, and Compliance, Innovation, Business Valuation, Creativity, Legal Risk, Lawsuits, Musical Composition, Legal Research, Registration, Commercial Laws, Case Law, Economics
4.8
Rating, 4.8 out of 5 stars
1.5K reviews
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Financial Planning for Young Adults
Skills you'll gain: Financial Planning, Investments, Budgeting, Risk Management, Goal Setting, Loans, Finance, Insurance, Credit Risk
4.6
Rating, 4.6 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Django for Everybody
Skills you'll gain: Application Deployment, Django (Web Framework), Object-Relational Mapping, HTML and CSS, Model View Controller, jQuery, Ajax, JSON, Database Design, SQL, Application Frameworks, Databases, Application Development, Javascript, Object Oriented Programming (OOP), Web Development, Data Modeling, Application Security, Web Applications, Web Servers
4.7
Rating, 4.7 out of 5 stars
2.5K reviews
Intermediate · Specialization · 3 - 6 Months
Coursera Project Network
Simulation of Covid-19 Testing Process Using R Simmer
Skills you'll gain: Simulations, Visualization (Computer Graphics), Scenario Testing, R Programming, Statistical Modeling, Statistical Programming, Statistical Analysis
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
University of California, Santa Cruz
Bayesian Statistics: From Concept to Data Analysis
Skills you'll gain: Bayesian Statistics, Statistical Inference, Data Analysis, Probability, Statistical Modeling, Statistical Analysis, Microsoft Excel, Probability Distribution, R Programming, Regression Analysis
4.6
Rating, 4.6 out of 5 stars
3.2K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Codio
Data Science and Analysis Tools - from Jupyter to R Markdown
Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Dashboard, Tidyverse (R Package), Data Analysis, Interactive Data Visualization, Data Import/Export, Data Visualization
3.9
Rating, 3.9 out of 5 stars
22 reviews
Beginner · Specialization · 3 - 6 Months
SAS
Using SAS Viya REST APIs with Python and R
Skills you'll gain: SAS (Software), Data Analysis Software, Advanced Analytics, R Programming, Big Data, Image Analysis, Data Science, Time Series Analysis and Forecasting, Natural Language Processing, Jupyter, Predictive Modeling, Text Mining, Predictive Analytics, Applied Machine Learning, Deep Learning, Data Processing, Application Programming Interface (API), Computer Vision, Artificial Neural Networks
4.7
Rating, 4.7 out of 5 stars
15 reviews
Mixed · Course · 1 - 3 Months