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

Universidad Nacional Autónoma de México
MOOC X MOOC
Skills you'll gain: Learning Management Systems, Solution Design, Student Engagement, Web Content Accessibility Guidelines, Education Software and Technology
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Advanced Machine Learning and Deep Learning
Skills you'll gain: Deep Learning, Shiny (R Package), Applied Machine Learning, Image Analysis, PyTorch (Machine Learning Library), Predictive Modeling, Artificial Neural Networks, Machine Learning Methods, Statistical Machine Learning, Tensorflow, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Dimensionality Reduction, Unsupervised Learning, Interactive Data Visualization, Time Series Analysis and Forecasting, Data Processing
Advanced · Course · 1 - 3 Months
Status: New
Packt
Entity Framework Core - A Full Tour
Skills you'll gain: Stored Procedure, Object-Relational Mapping, Microsoft SQL Servers, SQL, Database Management, Database Design, Performance Tuning, Relational Databases, Data Modeling, Query Languages, .NET Framework, ASP.NET, Development Environment, Data Access, C# (Programming Language), Data Migration, Microsoft Visual Studio
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Job Shop Scheduling Using MILP Optimization on RStudio
Skills you'll gain: R Programming, Analysis, Mathematical Software
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
Edureka
Practical Deep Learning with Python
Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Natural Language Processing, Supervised Learning, Network Architecture, Performance Tuning
Intermediate · Course · 1 - 4 Weeks
Status: New
International Institute of Information Technology Bangalore
Introduction to Programming with C Language
Skills you'll gain: C (Programming Language), Programming Principles, Data Structures, Computer Programming, Algorithms, File Management, Data Storage, Integrated Development Environments, Debugging
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Data Analytics and Visualization with Tableau and more
Skills you'll gain: Data Storytelling, Alteryx, Dashboard, R Programming, Data Visualization Software, Interactive Data Visualization, Data Visualization, Statistical Programming, Tableau Software, Data Analysis Software, Data Manipulation, Statistical Analysis, Data Processing, Data Cleansing, Data Integration, Workflow Management, Data Transformation, Data Structures
Intermediate · Course · 1 - 4 Weeks
Ball State University
Statistical Methods for Data Science
Skills you'll gain: Statistical Inference, Probability, Statistics, Statistical Methods, Statistical Modeling, Probability Distribution, Statistical Hypothesis Testing, Bayesian Statistics, Statistical Analysis, Data Science, R Programming, Sampling (Statistics), Simulations, Descriptive Statistics
Build toward a degree
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Der Werkzeugkasten des Data Scientist
Skills you'll gain: Rmarkdown, Data Science, Version Control, Big Data, R Programming, Software Development Tools, GitHub, Statistical Programming, Git (Version Control System), Data Analysis, Integrated Development Environments, Technical Communication, Software Installation
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Computational and Graphical Models in Probability
Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R Programming, Simulations, Applied Mathematics, Graph Theory, Data Analysis, Probability, Statistical Analysis, Markov Model, Probability Distribution, Machine Learning
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Spring Framework Master Class: Java Spring - The Modern Way
Skills you'll gain: Spring Framework, Build Tools, Spring Boot, JUnit, Eclipse (Software), Java, Gradle, Apache Maven, Web Applications, Hibernate (Java), Model View Controller, Object-Relational Mapping, Software Testing, Databases, Dependency Analysis
Beginner · Course · 3 - 6 Months
Status: Free Trial
Microsoft
Advanced Data Applications and Integration
Skills you'll gain:
Beginner · Course

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

MOOC X MOOC: Universidad Nacional Autónoma de México
Advanced Machine Learning and Deep Learning: Packt
Entity Framework Core - A Full Tour: Packt
Job Shop Scheduling Using MILP Optimization on RStudio: Coursera Project Network
Practical Deep Learning with Python: Edureka
Introduction to Programming with C Language: International Institute of Information Technology Bangalore
Data Analytics and Visualization with Tableau and more: Packt
Statistical Methods for Data Science: Ball State University
Der Werkzeugkasten des Data Scientist: Johns Hopkins University
Computational and Graphical Models in Probability: Johns Hopkins University

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