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 Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Data Analysis Software, Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Data Analysis, Statistical Modeling, Statistical Methods, Descriptive Statistics, Regression Analysis
4.1
Rating, 4.1 out of 5 stars
63 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
University of Toronto
Data Visualization for Genome Biology
Skills you'll gain: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Data Presentation, Ggplot2, Visualization (Computer Graphics), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Design Thinking
4.7
Rating, 4.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Managing, Describing, and Analyzing Data
Skills you'll gain: Sampling (Statistics), Statistical Inference, Probability Distribution, R Programming, Statistical Hypothesis Testing, Descriptive Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Probability, Systems Of Measurement
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
33 reviews
Beginner · Course · 1 - 3 Months
University of Colorado System
Computational Thinking with Beginning C Programming
Skills you'll gain: Computational Thinking, Simulations, Data Analysis, C (Programming Language), Data Presentation, Automation, Data Structures, Programming Principles, Data Processing, Algorithms, Computer Programming, Statistics, Descriptive Statistics, Problem Management, File Management, Distributed Computing, Data Storage, Debugging
4.6
Rating, 4.6 out of 5 stars
430 reviews
Beginner · Specialization · 3 - 6 Months
Google Cloud
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Skills you'll gain: Query Languages, Data Store, Metadata Management, Data Processing, Text Mining, Cloud API, Generative AI, Google Cloud Platform, Image Analysis, Information Architecture
4
Rating, 4 out of 5 stars
7 reviews
Intermediate · Project · Less Than 2 Hours
University of Michigan
Exploring C
Skills you'll gain: C (Programming Language), Python Programming, Programming Principles, Computer Programming, Unix, Computer Science
4.5
Rating, 4.5 out of 5 stars
62 reviews
Intermediate · Course · 1 - 3 Months
LearnQuest
Java Enterprise Edition
Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Deployment, Web Applications, Application Servers, Java, Object-Relational Mapping, Web Servers, Scripting Languages, Scripting, Server Side, Data Storage, Session Initiation Protocols, Web Development, Event-Driven Programming, Hypertext Markup Language (HTML), Distributed Computing, Extensible Languages and XML, Network Protocols, Data Access, Transaction Processing
4.6
Rating, 4.6 out of 5 stars
205 reviews
Intermediate · Specialization · 1 - 3 Months
Coursera Project Network
Data Visualization using Plotnine and ggplot
Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram
4.6
Rating, 4.6 out of 5 stars
15 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Technology Strategy: Creative Destruction
Skills you'll gain: Innovation, Business Modeling, Technology Strategies, Product Lifecycle Management, Business Transformation, Business Strategy, Digital Transformation, Market Dynamics, Emerging Technologies, Competitive Analysis, Platform As A Service (PaaS)
4.8
Rating, 4.8 out of 5 stars
52 reviews
Beginner · Course · 1 - 4 Weeks
Dartmouth College
C Programming: Language Foundations - 2
Skills you'll gain: C (Programming Language), Programming Principles, Embedded Systems, Program Development, Computer Engineering, Algorithms, Data Structures, Computer Programming, Debugging, Computational Thinking
4.7
Rating, 4.7 out of 5 stars
93 reviews
Beginner · Course · 1 - 3 Months
LearnQuest
Data Processing with Azure
Skills you'll gain: Microsoft Azure, Big Data, Data Processing, Analytics, Data Pipelines, Databricks, Apache Spark, Business Intelligence, Data Analysis, Data Integration, Data Warehousing, Extract, Transform, Load, Real Time Data, Data Transformation, Scheduling, Data Storage
3.7
Rating, 3.7 out of 5 stars
67 reviews
Intermediate · Course · 1 - 3 Months
Codio
Advanced Django: Building a Blog
Skills you'll gain: Django (Web Framework), Authentications, Object-Relational Mapping, Application Performance Management, Back-End Web Development, Scalability, Cloud Hosting, Application Frameworks, Application Security
4.6
Rating, 4.6 out of 5 stars
111 reviews
Advanced · Course · 1 - 4 Weeks