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 Colorado System
Introduction to Clinical Data Science
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, R Programming, Google Cloud Platform, Data Ethics, Data Science, Health Information Management and Medical Records, Electronic Medical Record, Information Privacy, Data Manipulation, SQL, Relational Databases
4.5
Rating, 4.5 out of 5 stars
410 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Statistics for Genomic Data Science
Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, R Programming, Data Analysis, Statistical Inference, Regression Analysis, Scientific Methods, Data Pipelines, Data Transformation, Data Processing, Data Cleansing
4.2
Rating, 4.2 out of 5 stars
370 reviews
Mixed · Course · 1 - 4 Weeks
University of Pennsylvania
AI For Business
Skills you'll gain: Generative AI, Data Ethics, HR Tech, Data Governance, Big Data, Machine Learning, Data Security, Governance, Business Strategy, Human Resources, Organizational Strategy, Credit Risk, Business Transformation, Risk Management, Tensorflow, Personalized Service, Digital Transformation, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Beginner · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Financial Planning for Young Adults
Skills you'll gain: Financial Planning, Investments, Budgeting, Risk Management, Goal Setting, Loans, Cash Flows, Finance, Insurance, Financial Management, Credit Risk, Decision Making, Needs Assessment
4.6
Rating, 4.6 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 3 Months
University of Washington
Social Media Data Analytics
Skills you'll gain: R Programming, Text Mining, Statistical Analysis, Correlation Analysis, Web Scraping, Regression Analysis, Analytics, Big Data, Data Analysis, Data Mining, Unstructured Data, Data Visualization Software, Data Collection, Application Programming Interface (API), Natural Language Processing, Python Programming
4.1
Rating, 4.1 out of 5 stars
293 reviews
Intermediate · Course · 1 - 4 Weeks
University of Maryland, College Park
Entrepreneurship: Launching an Innovative Business
Skills you'll gain: Customer Analysis, Commercialization, Product Planning, Business Modeling, Strategic Decision-Making, Innovation, Entrepreneurship, Entrepreneurial Finance, Market Opportunities, Business Planning, New Product Development, Sales Pipelines, Sales Strategy, Ideation, Customer Insights, Product Development, Team Building, Sales Presentations, Capital Markets, Finance
4.6
Rating, 4.6 out of 5 stars
2.2K reviews
Beginner · Specialization · 3 - 6 Months
Kennesaw State University
Six Sigma Tools for Analyze
Skills you'll gain: Lean Six Sigma, Root Cause Analysis, Process Analysis, Probability Distribution, Process Capability, Statistical Process Controls, Process Improvement, Quality Improvement, Process Mapping, Statistical Analysis, Probability, Quality Control, Statistics, Risk Management
4.7
Rating, 4.7 out of 5 stars
1.8K reviews
Beginner · Course · 1 - 4 Weeks
Peking University
程序设计与算法
Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), Object Oriented Programming (OOP), Computational Thinking, Graph Theory, C (Programming Language), Programming Principles, Theoretical Computer Science, Program Development, Computer Science, Computer Architecture, Computer Programming, Software Design Patterns, Performance Tuning, Databases, Computational Logic, Software Development, Debugging, Query Languages
4.8
Rating, 4.8 out of 5 stars
2.7K reviews
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Bioconductor for Genomic Data Science
Skills you'll gain: Bioinformatics, R Programming, Statistical Programming, Data Analysis, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access, Object Oriented Programming (OOP)
3.8
Rating, 3.8 out of 5 stars
378 reviews
Mixed · Course · 1 - 4 Weeks
University of Pennsylvania
Intellectual Property Law
Skills you'll gain: Branding, Logo Design, Brand Strategy, Brand Awareness, Brand Management, Packaging and Labeling, Asset Protection, Business Strategy, Strategic Planning, Product Knowledge, Regulation and Legal Compliance, Law, Regulation, and Compliance, Innovation, Creativity, Risk Management, Business Strategies, Competitive Analysis, Analysis, Writing, Economics
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
Michigan State University
Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course)
Skills you'll gain: Peer Review, Editing, Storytelling, Proofreading
4.5
Rating, 4.5 out of 5 stars
761 reviews
Mixed · Course · 1 - 3 Months
University of Michigan
Foundations of Sports Analytics: Data, Representation, and Models in Sports
Skills you'll gain: Statistical Methods, Regression Analysis, Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Matplotlib, Data Visualization, Statistical Analysis, Probability & Statistics, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming
4.4
Rating, 4.4 out of 5 stars
185 reviews
Intermediate · Course · 1 - 3 Months