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

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, Public Cloud, Data Storage
4.6
Rating, 4.6 out of 5 stars
33 reviews
Beginner · Course · 1 - 4 Weeks
Universidad de los Andes
Proyectos complejos: éxitos o fracasos
Skills you'll gain: Organizational Structure, Stakeholder Management, Project Management, Project Risk Management, Resource Management, Project Planning, Organizational Strategy, Systems Thinking, Project Performance, Ideation, Needs Assessment
4.8
Rating, 4.8 out of 5 stars
48 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Wrangling Data in the Tidyverse
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, Data Cleansing, R Programming, Data Processing, Text Mining, Time Series Analysis and Forecasting
4.5
Rating, 4.5 out of 5 stars
32 reviews
Mixed · Course · 1 - 3 Months
University of Colorado Boulder
Regression and Classification
Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Regression Analysis, Statistical Methods, Predictive Modeling, Statistical Analysis, Classification And Regression Tree (CART), Probability & Statistics, Supervised Learning, Applied Machine Learning
Build toward a degree
3.9
Rating, 3.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Generalized Linear Models and Nonparametric Regression
Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Advanced Analytics, Statistical Methods, Regression Analysis, Machine Learning, Classification And Regression Tree (CART), Statistical Inference, Probability Distribution
Build toward a degree
4.3
Rating, 4.3 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks
Infosec
Writing Secure Code in C++
Skills you'll gain: Secure Coding, Computer Programming Tools, C and C++, Application Security, System Programming, C++ (Programming Language), C (Programming Language), Software Development Tools, Debugging, Software Engineering Tools, Embedded Systems, Interoperability, Unix, Vulnerability Assessments, Operating Systems, Data Security, Development Environment, Linux, Data Validation
2.8
Rating, 2.8 out of 5 stars
32 reviews
Intermediate · Specialization · 3 - 6 Months
Edureka
Advanced Golang Concepts
Skills you'll gain: Restful API, Go (Programming Language), API Design, Web Services, Application Programming Interface (API), Performance Tuning, Web Development, Software Design Patterns, Debugging, Software Testing, Back-End Web Development, Databases, System Programming, C (Programming Language), Network Protocols, Data Structures
3.2
Rating, 3.2 out of 5 stars
9 reviews
Beginner · Course · 1 - 3 Months
University of Colorado System
Advanced Clinical Data Science
Skills you'll gain: Clinical Data Management, Clinical Research, Data Quality, Health Informatics, Biostatistics, Time Series Analysis and Forecasting, Data Analysis, Data Modeling, Data Science, Analytics, Statistical Reporting, R Programming, SQL
4.8
Rating, 4.8 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Spring Boot with Embedded Database
Skills you'll gain: Spring Boot, Database Design, Object-Relational Mapping, Application Frameworks, Data Modeling, Database Development, Java Platform Enterprise Edition (J2EE), Application Development, Database Architecture and Administration
4.4
Rating, 4.4 out of 5 stars
29 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Johns Hopkins University
تحليل البيانات الاستكشافية
Skills you'll gain: Exploratory Data Analysis, R Programming, Ggplot2, Statistical Methods, Data Analysis, Statistical Analysis, Unsupervised Learning, Histogram, Dimensionality Reduction, Heat Maps, Color Theory
Mixed · Course · 1 - 4 Weeks
Universidad Austral
Modelización Cuantitativa para Finanzas Corporativas
Skills you'll gain: Financial Modeling, Time Series Analysis and Forecasting, Regression Analysis, Predictive Modeling, Forecasting, Finance, Trend Analysis, R Programming, Financial Analysis, Statistical Analysis, Probability & Statistics, Estimation, Risk Analysis, Microsoft Excel
4.5
Rating, 4.5 out of 5 stars
24 reviews
Beginner · Course · 1 - 4 Weeks
Dartmouth College
C Programming: Using Linux Tools and Libraries - 7
Skills you'll gain: C (Programming Language), Linux, Embedded Systems, System Programming, Build Tools, Command-Line Interface, Operating Systems, Program Development, Software Installation, Development Environment, Application Development, File Systems
4.7
Rating, 4.7 out of 5 stars
27 reviews
Beginner · Course · 1 - 3 Months