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

University of Colorado Boulder
Regression and Classification
Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Regression Analysis, Predictive Modeling, Machine Learning Methods, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms
Build toward a degree
3.9
Rating, 3.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Johns Hopkins University
Statistical Methods for Computer Science
Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Combinatorics, Bayesian Network, Statistical Hypothesis Testing, Data Analysis, Probability, Statistics, Applied Machine Learning, Probability & Statistics, Statistical Methods, Probability Distribution, Simulations, Data Science, Markov Model, Applied Mathematics, Mathematical Modeling
Intermediate · Specialization · 3 - 6 Months
University of Colorado System
Simulation, Algorithm Analysis, and Pointers
Skills you'll gain: Simulations, C (Programming Language), Computational Thinking, Automation, Algorithms, Data Structures, Programming Principles, File Management, Distributed Computing, Debugging
4.4
Rating, 4.4 out of 5 stars
36 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado System
Abstraction, Problem Decomposition, and Functions
Skills you'll gain: Computational Thinking, C (Programming Language), Data Structures, Programming Principles, Computer Programming, Problem Management, Data Storage
4.6
Rating, 4.6 out of 5 stars
37 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
University of Leeds
Statistical Methods
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Data Collection, Statistical Inference, R Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics)
4.8
Rating, 4.8 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Building Objects in C
Skills you'll gain: C++ (Programming Language), C (Programming Language), Object Oriented Programming (OOP), Data Structures, Computer Programming, Software Design, Python Programming, Maintainability, Java, Algorithms, Debugging
4.6
Rating, 4.6 out of 5 stars
10 reviews
Intermediate · Course · 1 - 3 Months
University of Minnesota
Introduction to Social Determinants of Health
Skills you'll gain: Systems Thinking, Health Systems, Data Analysis, Socioeconomics, Social Sciences, R Programming, Sociology, Statistical Visualization, Policy Analysis, Community Development, Diversity Equity and Inclusion Initiatives
4.6
Rating, 4.6 out of 5 stars
14 reviews
Beginner · Course · 1 - 3 Months
Illinois Tech
Introduction to Time Series
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, R Programming, Statistical Analysis, Statistical Modeling, Statistical Software, Trend Analysis, Statistical Methods, Regression Analysis, Report Writing, Probability & Statistics, Exploratory Data Analysis, Estimation, Statistical Hypothesis Testing
Intermediate · Course · 1 - 3 Months
EDUCBA
MongoDB: The Complete Guide to NoSQL Database Development
Skills you'll gain: MongoDB, Restful API, API Design, NoSQL, Database Development, Node.JS, Database Management, Database Design, Database Architecture and Administration, Performance Tuning, Data Architecture, Object-Relational Mapping, Scalability, Data Modeling, Data Validation
4.8
Rating, 4.8 out of 5 stars
45 reviews
Intermediate · Course · 1 - 4 Weeks
Illinois Tech
Public Engagement for Scientists
Skills you'll gain: Technical Communication, Data Presentation, Data Ethics, Technical Writing, Data Visualization Software, Persuasive Communication, Writing, Graphic and Visual Design, Requirements Analysis, Research Reports, Interpersonal Communications, Editing
Build toward a degree
Intermediate · Course · 1 - 3 Months
Amazon Web Services
Integrating AWS with the SDK
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon DynamoDB, Amazon S3, Amazon Elastic Compute Cloud, API Gateway, Serverless Computing, Cloud API, Application Programming Interface (API), Identity and Access Management, Amazon Web Services, Authentications, Restful API, Authorization (Computing), NoSQL, Cloud Storage, Data Store, Public Cloud, Cloud Computing, Application Frameworks
4.6
Rating, 4.6 out of 5 stars
33 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Defining, Describing, and Visualizing Data
Skills you'll gain: Data-Driven Decision-Making, Probability Distribution, Descriptive Statistics, Data Analysis, Statistical Software, Box Plots, R Programming, Exploratory Data Analysis, Data Manipulation, Probability, Statistical Analysis, Histogram
4.5
Rating, 4.5 out of 5 stars
10 reviews
Beginner · Course · 1 - 3 Months