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, Data Store, Public Cloud, Cloud Computing, Application Frameworks
4.6
Rating, 4.6 out of 5 stars
33 reviews
Beginner · Course · 1 - 4 Weeks
Illinois Tech
Introduction to Time Series
Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Advanced Analytics, Predictive Analytics, Statistical Methods, Exploratory Data Analysis, Statistical Visualization, Data Presentation, Probability & Statistics, Statistical Hypothesis Testing, Data Manipulation
Intermediate · Course · 1 - 3 Months
Infosec
Writing Secure Code in C++
Skills you'll gain: Secure Coding, Computer Programming Tools, Application Security, System Programming, C++ (Programming Language), C (Programming Language), Software Development Tools, Code Review, Debugging, Interoperability, Unix, Embedded Systems, Cryptography, Programming Principles, Security Engineering, Vulnerability Assessments, Operating Systems, Data Security, Linux
2.8
Rating, 2.8 out of 5 stars
32 reviews
Intermediate · Specialization · 3 - 6 Months
University of California, Santa Cruz
Bayesian Statistics: Capstone Project
Skills you'll gain: Bayesian Statistics, Technical Communication, R Programming, Statistical Analysis, Statistical Modeling, Data Analysis, Time Series Analysis and Forecasting, Markov Model, Statistical Methods, Predictive Modeling, Statistical Inference, Sampling (Statistics), Probability Distribution
Advanced · 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, Statistical Methods, Regression Analysis, Mathematical Modeling, Machine Learning, Statistical Inference, Probability Distribution
Build toward a degree
4.3
Rating, 4.3 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks
Packt
Embedded Systems Object-Oriented Programming in C and C++
Skills you'll gain: Embedded Software, Embedded Systems, C++ (Programming Language), Object Oriented Programming (OOP), Development Environment, System Programming, C (Programming Language), Debugging, Peripheral Devices
Intermediate · Course · 1 - 3 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, Unit Testing, Databases, System Programming, C (Programming Language), Network Protocols
3
Rating, 3 out of 5 stars
8 reviews
Beginner · Course · 1 - 3 Months
Northeastern University
Data-Driven Systems: DBMS, SQL & Data Modeling
Skills you'll gain: Database Design, Database Theory, MongoDB, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, Performance Tuning, Conceptual Design
Mixed · Course · 1 - 4 Weeks
Vanderbilt University
From Data to Decisions: Making Predictions with AI
Skills you'll gain: Data Storytelling, Statistical Methods, Regression Analysis, Statistical Analysis, Technical Communication, Probability & Statistics, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Generative AI, Forecasting
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Spring Boot with Embedded Database
Skills you'll gain: Spring Boot, Database Design, Object-Relational Mapping, Database Application, Data Modeling, Application Development, Databases, Database Architecture and Administration
4.4
Rating, 4.4 out of 5 stars
29 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
University of Leeds
Exploratory Data Analysis
Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Modeling, Statistics, Data Analysis, R Programming, Box Plots, Data Visualization Software, Histogram, Statistical Analysis, Probability, Probability Distribution, Simulations
4.6
Rating, 4.6 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Ball State University
Data Visualization
Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Data Visualization Software, Ggplot2, Interactive Data Visualization, Plot (Graphics), Statistical Visualization, R Programming, Data Storytelling, Histogram, Scatter Plots, Data Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months