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.

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Explore the R Course Catalog

Johns Hopkins University
Building Data Visualization Tools
Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Datamaps, Interactive Data Visualization, Scatter Plots, Statistical Visualization, Histogram, Graphic and Visual Design, R Programming, Spatial Data Analysis
3.9
Rating, 3.9 out of 5 stars
158 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
RStudio for Six Sigma - Control Charts
Skills you'll gain: Statistical Process Controls, Six Sigma Methodology, Quality Control, Plot (Graphics), Statistical Analysis, R Programming
Beginner · Guided Project · Less Than 2 Hours
Universidad Nacional Autónoma de México
Antibióticos ¿cuándo, cómo y para qué?
Skills you'll gain: Preventative Care, Infectious Diseases, Medication Administration, Pharmacy, Primary Care, Pharmaceuticals, Patient Education and Support, Life Sciences, Health Assessment
4.3
Rating, 4.3 out of 5 stars
60 reviews
Beginner · Course · 1 - 4 Weeks
University of Washington
Practical Predictive Analytics: Models and Methods
Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Methods, Predictive Analytics, Analytics, Data Analysis, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Statistics, Graph Theory, Probability & Statistics, Network Analysis, Big Data, Sampling (Statistics), Random Forest Algorithm, Algorithms
4.1
Rating, 4.1 out of 5 stars
320 reviews
Mixed · Course · 1 - 4 Weeks
University of Michigan
Exploratory Data Analysis for the Public Sector with ggplot
Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Ggplot2, Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Histogram, Tidyverse (R Package), Public Administration, Trend Analysis, Policy Analysis, Diversity Equity and Inclusion Initiatives
5
Rating, 5 out of 5 stars
10 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, Query Languages, Data Integrity, Data Manipulation, Data Migration, Transaction Processing
4.3
Rating, 4.3 out of 5 stars
179 reviews
Beginner · Course · 1 - 4 Weeks
Fred Hutchinson Cancer Center
Researcher's guide to RNA sequencing data
Skills you'll gain: Bioinformatics, Science and Research, Data Analysis, Spatial Data Analysis, Exploratory Data Analysis, Scientific Methods, Data Processing, Life Sciences, Data Collection
3.9
Rating, 3.9 out of 5 stars
11 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
The State University of New York
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)
Skills you'll gain: Benchmarking, Professional Development, LinkedIn, Planning, Performance Measurement, Performance Analysis, Job Analysis, Organizational Skills, Personal Development, Dashboard, Analytical Skills, Analysis
4.1
Rating, 4.1 out of 5 stars
224 reviews
Advanced · Course · 1 - 3 Months
LearnQuest
Java Enterprise Edition
Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Deployment, Web Applications, Application Servers, Java, Object-Relational Mapping, Application Development, Web Servers, Scripting Languages, Scripting, Server Side, Data Storage, Web Services, Session Initiation Protocols, Web Development, Hypertext Markup Language (HTML), Distributed Computing, Extensible Languages and XML, Network Protocols, Transaction Processing
4.6
Rating, 4.6 out of 5 stars
201 reviews
Intermediate · Specialization · 1 - 3 Months
Google Cloud
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Skills you'll gain: Query Languages, Data Store, Metadata Management, Data Processing, Text Mining, Cloud API, Generative AI, Google Cloud Platform, Image Analysis, Information Architecture
4.2
Rating, 4.2 out of 5 stars
6 reviews
Intermediate · Project · Less Than 2 Hours
University of Maryland, College Park
Financial Management for Product Leaders
Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Corporate Finance, Business Valuation, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Financial Forecasting, Product Management, Presentations, Entrepreneurship
4.5
Rating, 4.5 out of 5 stars
74 reviews
Beginner · Course · 1 - 4 Weeks
Illinois Tech
Linear Regression
Skills you'll gain: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Data Analysis, Probability & Statistics, Linear Algebra, Data Manipulation
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
16 reviews
Intermediate · Course · 1 - 4 Weeks

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

Building Data Visualization Tools: Johns Hopkins University
RStudio for Six Sigma - Control Charts: Coursera Project Network
Antibióticos ¿cuándo, cómo y para qué?: Universidad Nacional Autónoma de México
Practical Predictive Analytics: Models and Methods: University of Washington
Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
Manejo de bases de datos con Python: Universidad Austral
Researcher's guide to RNA sequencing data: Fred Hutchinson Cancer Center
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course): The State University of New York
Java Enterprise Edition: LearnQuest
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API: Google Cloud

R Courses Online