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

Status: New
Status: Free
Coursera Instructor Network
Introduction to Retrieval Augmented Generation (RAG)
Skills you'll gain: ChatGPT, OpenAI, Generative AI, Natural Language Processing, Application Frameworks, Artificial Intelligence, Application Development, Databases, Data Storage Technologies
4.2
Rating, 4.2 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Visualizing Data in the Tidyverse
Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization, Statistical Visualization, Data Visualization Software, Exploratory Data Analysis, Data Presentation, Data Storytelling, Scatter Plots, Tidyverse (R Package), R Programming, Box Plots, Graphing, Histogram, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
20 reviews
Mixed · Course · 1 - 3 Months
Status: Free
McMaster University
Experimentation for Improvement
Skills you'll gain: Experimentation, Data Visualization, Predictive Modeling, Pareto Chart, Process Improvement and Optimization, Regression Analysis, Statistical Software, Operational Efficiency, Mathematical Modeling, Data Analysis, Statistical Analysis, Sample Size Determination
4.9
Rating, 4.9 out of 5 stars
921 reviews
Intermediate · Course · 1 - 3 Months
University of California, Santa Cruz
C++ For C Programmers, Part B
Skills you'll gain: C++ (Programming Language), Software Design Patterns, Object Oriented Programming (OOP), Computer Programming, C (Programming Language), Debugging, Algorithms, Graph Theory, Artificial Intelligence, Data Structures, Simulations
4.5
Rating, 4.5 out of 5 stars
327 reviews
Intermediate · Course · 1 - 3 Months
University of Michigan
Assisting Public Sector Decision Makers With Policy Analysis
Skills you'll gain: Statistical Analysis, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Analytical Skills, Forecasting, R Programming, Research Design, Time Series Analysis and Forecasting
4.8
Rating, 4.8 out of 5 stars
25 reviews
Intermediate · Course · 1 - 3 Months
University of California, Davis
Principles of Secure Coding
Skills you'll gain: Secure Coding, Application Security, Software Design, Programming Principles, Debugging, Program Development, C (Programming Language), Software Development Methodologies
4.4
Rating, 4.4 out of 5 stars
365 reviews
Intermediate · Course · 1 - 4 Weeks
University of Pennsylvania
Introducción a las Finanzas Corporativas
Skills you'll gain: Finance, Capital Budgeting, Financial Modeling, Financial Analysis, Return On Investment, Financial Management, Corporate Finance, Business Mathematics, Cash Flows, Decision Making, Loans
4.6
Rating, 4.6 out of 5 stars
83 reviews
Mixed · Course · 1 - 4 Weeks
Coursera Project Network
Create Your First Web App with Python and Flask
Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Web Development Tools, Object-Relational Mapping, Database Application, Back-End Web Development, Python Programming
4.5
Rating, 4.5 out of 5 stars
544 reviews
Intermediate · Guided Project · Less Than 2 Hours
Illinois Tech
Linear Regression
Skills you'll gain: Regression Analysis, R Programming, Statistical Inference, Data Analysis, Statistical Analysis, Predictive Modeling, Statistical Modeling, Probability & Statistics, Linear Algebra
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
22 reviews
Intermediate · Course · 1 - 4 Weeks
University of California, Santa Cruz
Bayesian Statistics: Mixture Models
Skills you'll gain: R Programming, Statistical Modeling, Bayesian Statistics, Statistical Machine Learning, Markov Model, Statistical Methods, Probability & Statistics, Unsupervised Learning, Statistical Inference, Probability Distribution, Machine Learning Algorithms
4.5
Rating, 4.5 out of 5 stars
60 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Insper
Introdução ao Marketing Analítico
Skills you'll gain: Marketing Analytics, Analytical Skills, Data Analysis, Data Collection, Marketing, Marketing Strategies, Quantitative Research, Market Research, Customer Insights, Data-Driven Decision-Making, Market Data, Consumer Behaviour, Business Metrics, Target Audience, Brand Strategy
4.7
Rating, 4.7 out of 5 stars
797 reviews
Mixed · Course · 1 - 3 Months
Scrimba
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Skills you'll gain: ChatGPT, Development Environment, Generative AI, Databases, OpenAI, Artificial Intelligence, Unstructured Data, Data Storage, Data Processing, Natural Language Processing
4.8
Rating, 4.8 out of 5 stars
26 reviews
Intermediate · Course · 1 - 4 Weeks