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
Illinois Tech
Introduction to Data Science Techniques
Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Data Analysis, Machine Learning Algorithms, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Programming, Statistical Methods, Statistical Machine Learning, Statistical Reporting, Data Cleansing, Forecasting, Applied Machine Learning, Analytics, Regression Analysis, R Programming, Machine Learning, Statistical Modeling
Build toward a degree
4.2
Rating, 4.2 out of 5 stars
13 reviews
Intermediate · Specialization · 3 - 6 Months
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, Loans, Timelines
4.6
Rating, 4.6 out of 5 stars
83 reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado System
Clinical Natural Language Processing
Skills you'll gain: Natural Language Processing, Text Mining, Clinical Data Management, R Programming, Google Cloud Platform, Health Informatics, Unstructured Data
3.7
Rating, 3.7 out of 5 stars
23 reviews
Intermediate · Course · 1 - 3 Months
Illinois Tech
Introduction to Time Series
Skills you'll gain: Time Series Analysis and Forecasting, Statistical Reporting, Forecasting, R Programming, Statistical Analysis, Statistical Modeling, Statistical Software, Statistical Methods, Data Analysis, Regression Analysis, Exploratory Data Analysis, Simulations, Statistical Hypothesis Testing, Plot (Graphics), Data Manipulation
Intermediate · Course · 1 - 3 Months
EDUCBA
Embedded C Programming Essentials
Skills you'll gain: Embedded Software, Debugging, Embedded Systems, Integrated Development Environments, C (Programming Language), Development Environment, Computer Architecture, Computer Programming
4.8
Rating, 4.8 out of 5 stars
50 reviews
Intermediate · Course · 1 - 4 Weeks
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
LearnQuest
Enterprise Java Beans (EJBs) and the Jakarta Persistence API (JPA)
Skills you'll gain: Java Platform Enterprise Edition (J2EE), Object-Relational Mapping, Application Servers, Middleware, Application Deployment, Enterprise Architecture, Server Side, Transaction Processing, Business Logic
4.8
Rating, 4.8 out of 5 stars
53 reviews
Intermediate · Course · 1 - 4 Weeks
Universidad Austral
Manejo de bases de datos con Python
Skills you'll gain: Relational Databases, Object-Relational Mapping, Database Management, Database Design, SQL, Databases, Database Development, Query Languages, Data Integrity, Data Manipulation
4.2
Rating, 4.2 out of 5 stars
180 reviews
Beginner · Course · 1 - 4 Weeks
Dartmouth College
C Programming: Advanced Data Types - 5
Skills you'll gain: C (Programming Language), Embedded Systems, Data Structures, Programming Principles, Algorithms, Operating Systems, Linux, Computer Programming Tools, Debugging
4.4
Rating, 4.4 out of 5 stars
55 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, PySpark, Data Analysis, 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
Illinois Tech
Linear Regression
Skills you'll gain: Regression Analysis, R Programming, Statistical Inference, Data Analysis, Statistical Analysis, Predictive 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
Coursera Project Network
Supply Chain Network Optimization Using MILP on RStudio
Skills you'll gain: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Optimization, Capacity Planning, Production Planning, R Programming
4.4
Rating, 4.4 out of 5 stars
11 reviews
Beginner · Guided Project · Less Than 2 Hours