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

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Explore the R Course Catalog

University of Colorado Boulder
The Data Driven Manager
Skills you'll gain: Sampling (Statistics), Data-Driven Decision-Making, Probability Distribution, Descriptive Statistics, Statistical Hypothesis Testing, Data Analysis, Correlation Analysis, Data Visualization, Estimation, Data Collection, Statistical Software, Risk Analysis, Data Storytelling, Statistical Analysis, Statistical Visualization, Statistical Methods, Box Plots, R Programming, Return On Investment, Sample Size Determination
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
37 reviews
Beginner · Specialization · 3 - 6 Months
University of Colorado Boulder
Stability and Capability in Quality Improvement
Skills you'll gain: Process Capability, Statistical Process Controls, Statistical Analysis, R Programming, Quality Control, Data Analysis, Probability & Statistics, Statistics, Data Transformation, Probability Distribution
Build toward a degree
4
Rating, 4 out of 5 stars
15 reviews
Intermediate · Course · 1 - 3 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, Decision Making, Loans
4.6
Rating, 4.6 out of 5 stars
83 reviews
Mixed · Course · 1 - 4 Weeks
Codio
Intro to Operating Systems 2: Memory Management
Skills you'll gain: Operating Systems, C (Programming Language), Performance Tuning, Virtual Machines, System Programming, Virtualization, Linux
4.7
Rating, 4.7 out of 5 stars
55 reviews
Advanced · Course · 1 - 3 Months
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
University of Colorado System
Algorithms, Data Collection, and Starting to Code
Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Algorithms, Computer Programming, Data Structures, Debugging
4.6
Rating, 4.6 out of 5 stars
375 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
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 California, Davis
Identifying Security Vulnerabilities in C/C++Programming
Skills you'll gain: Secure Coding, Application Security, Verification And Validation, Linux, Vulnerability Assessments, C++ (Programming Language), User Accounts, Data Validation, Debugging, Cryptography, Authorization (Computing), C (Programming Language), File Management, OS Process Management
4.6
Rating, 4.6 out of 5 stars
80 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Politics and Ethics of Data Analytics in the Public Sector
Skills you'll gain: Data Ethics, Policy Analysis, Political Sciences, Data Analysis, Public Administration, Public Policies, Analytics, Statistical Reporting, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning
4.9
Rating, 4.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 4 Weeks
University of Pennsylvania
企业金融概论（中文版）
Skills you'll gain: Return On Investment, Capital Budgeting, Finance, Financial Modeling, Corporate Finance, Financial Management, Financial Analysis, Business Valuation, Financial Market, Cash Flows, Asset Management
4.6
Rating, 4.6 out of 5 stars
49 reviews
Mixed · Course · 1 - 4 Weeks
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
Vanderbilt University
Building Cloud Services with the Java Spring Framework
Skills you'll gain: Spring Framework, Object-Relational Mapping, Java, Scalability, Cloud Services, Web Services, Cloud Computing, Cloud Computing Architecture, Java Platform Enterprise Edition (J2EE), Data Security, Restful API, Application Security, Object Oriented Design, Database Design, Systems Architecture, Relational Databases, Dependency Analysis, Application Deployment, Software Architecture, Amazon DynamoDB
4.3
Rating, 4.3 out of 5 stars
251 reviews
Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular r courses

The Data Driven Manager: University of Colorado Boulder
Stability and Capability in Quality Improvement: University of Colorado Boulder
Introducción a las Finanzas Corporativas: University of Pennsylvania
Intro to Operating Systems 2: Memory Management: Codio
C Programming: Language Foundations - 2: Dartmouth College
Algorithms, Data Collection, and Starting to Code: University of Colorado System
Data Visualization using Plotnine and ggplot: Coursera Project Network
Identifying Security Vulnerabilities in C/C++Programming: University of California, Davis
Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
企业金融概论（中文版）: University of Pennsylvania

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