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Robert Gentleman and Ross Ihaka developed R in 1993 as a programming language and free software. It provides a wide range of methods for statistical and graphical analysis.
In addition to machine learning algorithms, linear regression, time series, and statistical inference, it also includes a variety of advanced statistical features. A majority of its own libraries are written in R.
The language’s strength is its ease of producing plots with formatting and mathematical symbols, including formulas and symbols whenever needed.
Default graphics choices have been carefully selected, but a user has full control over the settings. Programming, transformation, discovery, modeling and communication are the steps to data analysis in R.
Analyzing hundreds of platforms, we categorize the courses by their relevance. It streamlines the process of finding classes applicable to programmers regardless of their level or knowledge base with this feature. We will go through a few that provide some basics.
3 Complete R Courses
In order to develop experience with R technology through one master class, make sure you take one of the following courses:
1. R Programming A-Z – Udemy
Features:
- Level: Beginner
- Format: Videos (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible
- Certificate of completion: Yes (Not Accredited)
- Price*: $9.99 for this course
*relevant on 15th August, 2021
You will be guided step-by-step through this class. A new valuable concept is introduced at the end of every video, which gets you started right away. Real-life challenges are embedded in the lessons and you’ll learn how to solve them.
You will be required to do some of these exercises as homework. As a result, this course has been developed for students of all skill levels, so even if you are not a programmer or statistician, you will succeed.
Around the world, Udemy is used by many students and teachers to help students develop their skills. Education programs like these provide individuals with the tools they need to adapt to the rapid changes in the workplace.
2. R Programming Language – Simplivlearning
Features:
- Level: Beginner to Advanced
- Format: Lectures (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible (via Email)
- Certificate of completion: Yes (Not Accredited)
- Price*: $9.99 plus a 20-day money-back guarantee
*relevant on 15th August, 2021
This course is intended for software developers, statisticians, and data miners who are interested in developing statistical software through R programming.
Beginners who are looking to gain a better understanding of R will find this tutorial to be extremely helpful, as it will give them enough insight into almost all the language’s concepts, from which they can advance to a higher level of experience.
Online classes can be taught and learned using Simplivlearning. These courses were developed by educators, coaches, and executives. Furthermore, other R courses are also supported.
3. The Complete R Programming – Udemy
Features:
- Level: Beginner
- Format: Videos (Self-paced)
- Practice and Assessment: Yes
- Communication (Support): Possible
- Certificate of completion: Yes (Not Accredited)
- Price*: $9.99 for this course
*relevant on 15th August, 2021
This program gives you the tools to master the core concepts of machine learning and statistical analysis through the use of 200+ videos, 50+ R packages, 75+ practice problems, and 2 industrial projects.
Through the course, you will be able to solve Industry Data Science projects, including model designing & diagnostics and delivering actionable insights to business users.
3 Beginner Courses
Enrolling in a starter course will provide you with a good foundation before moving on to more advanced concepts. Here are some excellent beginner R options:
4. Basic R Programming Tutorial – BitDegree
Features:
- Level: Beginner
- Format: Lessons (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible (Message System)
- Certificate of completion: Yes (Not Accredited)
- Price*: $9.99 for this course
*relevant on 15th August, 2021
This course will give you the opportunity to be a part of a growing team of supporters who contribute to its development and continuous improvement.
You will never run out of R packages, and that will make programming much easier. R is making a significant impact on the industry as a whole, prompting development of other programming languages to change their pricing.
The BitDegree learning experience is engaging and gamified. This platform is user-friendly and adaptable to any learner’s skill level. It helps users enhance existing skills while learning new ones.
5. R Programming for Absolute Beginners – Udemy
Features:
- Level: Beginner
- Format: Videos (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible
- Certificate of completion: Yes (Not Accredited)
- Price*: $9.99 with a 30-day money-back guarantee
*relevant on 15th August, 2021
This course is geared towards beginner data scientists, so no previous experience with the language is needed. The most important skills of R programming that you will acquire in this class will be the most essential ones.
You will need to run through them repeatedly so you can develop them by putting into practice what you have learned.
The Udemy platform is accessed by many students and educators around the world and is used to help students develop their skills.
6. Start with R – Coursera
Features:
- Level: Beginner
- Format: Self-paced
- Practice and Assessment: No
- Communication (Support): Yes (Community)
- Certificate of completion: Yes
- Price*: Coursera’s basic subscription includes 7 days of free membership, but the monthly subscription fee is $9.99
*relevant on 15th August, 2021
This project will introduce you to the basics of R in just two hours. The language will be introduced to you, and you will take your first steps in using it for Data Analysis.
The goal of this 2-hour project is to give you an understanding of how to use R studio, which is a GUI for using R. Through this course, you will gain knowledge of the different data types and structures used in the language.
Coursera offers online classes that allow you to earn a degree equivalent to one you would earn at a traditional university. They also offer the option of taking courses for certification instead of formal education through their platform.
2 Free Courses
If you cannot afford expensive courses, remember these free ones will still be worth your time. As a result, you will learn more about how R programs work.
7. Introduction to R – Alison
Features:
- Level: Beginner
- Format: Tutorials (Self-paced)
- Practice and Assessment: Yes (Assessments)
- Communication (Support): No
- Certificate of completion: Yes (CPD Accreditation)
- Price*: Free of cost
*relevant on 15th August, 2021
Through this free series of tutorials, you will gain a basic understanding of the code-writing language R and how data manipulation is made possible through the use of it.
Statistics and data mining professionals will find this course very useful. The program will help you understand variables, including how to distinguish them from each other, dates, and missing values.
There are millions of students who take free R classes on Alison, which is the most popular platform to do so.
8. Introduction to R – Udemy
Features:
- Level: Beginner
- Format: Videos (Self-paced)
- Practice and Assessment: No
- Communication (Support): No
- Certificate of completion: No
- Price*: Free of cost
*relevant on 15th August, 2021
In this course, there are ninety videos and 140+ exercise questions across 10 chapters. First, you will learn to download and install R (and R studio) on your computer. You will then learn several concepts in each chapter, which are grouped into sections.
The largest online marketplace for teaching and learning is Udemy. There are millions of students who use it to learn skills.
3 Certificate Courses
Certifications are needed to demonstrate that you have learned and acquired coding skills when building your resume to apply for a job. Below are some of the top R certified courses.
9. Foundation using R Specialization – Coursera
Features:
- Level: Beginner
- Format: Self-paced
- Practice and Assessment: Yes (Quizzes & Assignments)
- Communication (Support): Yes (Community)
- Certificate of completion: Yes
- Price*: Coursera’s basic subscription provides free enrollment for 7 days, but the total course fee is $49 per month
*relevant on 15th August, 2021
This type of specialization includes foundational tools and techniques, such as how to get and explore data and how to program in R. Once learners complete this specialization, they will be prepared for learning statistics and machine learning, which is a hands-on training program involving data analysis.
Coursera offers students a variety of certificates and degrees that prepare them for the job market. Additionally, they offer courses and hands-on projects.
10. Data Science Certification Course with R – Edureka
Features:
- Level: Beginner
- Format: Live Online Training
- Practice and Assessment: Yes (Assessments during Lectures)
- Communication (Support): Yes
- Certificate of completion: Yes (Assured by Edureka)
- Price*: $431 for the entire live class and certification
*relevant on 15th August, 2021
With this live program, you can learn the entire Data Science cycle, how to analyse and visualise different data sets, and how to use Machine Learning algorithms that include K-Means Clustering, Decision Trees, Random Forests, and Naive Bayes.
The Edureka training approach is completely different. The advantage of this platform is that students can communicate with instructors. Employees also have access to corporate live training programs.
11. Data Science: R Basics – edX
Features:
- Level: Introductory
- Format: Self-paced
- Practice and Assessment: No
- Communication (Support): Yes
- Certificate of completion: Yes
- Price*: Free if you sign up but a certificate costs $149
*relevant on 15th August, 2021
You will learn the basics of R programming in this course. To learn the language better, you must apply it to a specific situation. This class will provide you with an understanding of the R skills needed to answer questions about crime differences among states.
edX provides a way to gain the skills you need to become a trusted professional in your chosen technology field, just as you could do at an online university. These organizations all evaluate their certifications as a result. Therefore, there are many other R courses on edX that offer certification.
Best Advanced Course
You will learn how to program in R at the advanced level with the following course:
12. Advanced R Programming – Coursera
Features:
- Level: Intermediate
- Format: Self-paced
- Practice and Assessment: Yes (Quizzes & Assignments)
- Communication (Support): Yes (Community)
- Certificate of completion: Yes
- Price*: Coursera offers free enrollment for 7 days, but the cost of a monthly subscription is $39
*relevant on 15th August, 2021
During this course, you’ll learn advanced R programming topics necessary for developing robust, powerful, and reusable data science tools.
There will be topics such as functional programming, robust error handling, object-oriented programming, profiling and benchmarking, and debugging. After taking this class, you will be able to identify and abstract common data analysis tasks and implement them in user-friendly functions.
Students can earn a traditional university-equivalent bachelor’s or master’s degree by taking a Coursera course. Furthermore, you can take classes through their platform to obtain certification rather than to complete formal education.
Best Interactive Course
The following is the best interactive R programming course:
13. Learn R – Codecademy
Features:
- Level: Beginner
- Format: Lessons (Self-paced)
- Practice and Assessment: Yes (Quizzes & Projects)
- Communication (Support): Yes (Forums, Community, Discord)
- Certificate of completion: Yes (Not Accredited)
- Price*: There is no charge for the interactive lessons, but for the learning and job skills there is a monthly/yearly charge of $15.99
*relevant on 15th August, 2021
Scientists and researchers often use R to analyze information; it is an excellent language to learn if you deal with data. Students will start by learning the basics of programming during this course.
The next step will involve organizing, modifying and cleaning data frames, one of the most useful structures in the language. You will also learn about building visualizations for that information to display insights.
Interactive R classes from Codecademy include fun illustrations that engage learners while providing information.
2 Data Science Courses
Listed below are two of the best relevant courses in R:
14. Learn R from Scratch – BitDegree
Features:
- Level: Beginner
- Format: Tutorials (Self-paced)
- Practice and Assessment: Yes
- Communication (Support): Possible (Message system)
- Certificate of completion: Yes (Not Accredited)
- Price*: $9.00
*relevant on 15th August, 2021
During this course, you will learn data science, from scratch, from a hands-on mentor with R-native expertise by working on four projects and reviewing eight case studies.
Learning this will be easier for you if you take advantage of these resources. This language is often viewed as a bit difficult to learn.
15. Data Science with R – Simplivlearning
Features:
- Level: Beginner to Advanced
- Format: Lectures (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible (via Email)
- Certificate of completion: Yes (Not Accredited)
- Price*: $39.99 with a 20-day money-back guarantee
*relevant on 15th August, 2021
These lectures introduce data scientists, statisticians, and analysts to R for analyzing and visualizing information. The language enables these aspiring analysts and scientists to visualize complex data sets in an impressive way. This learning path will teach you how to use R for deep data analysis.
With Simplivlearning, teaching and learning online courses is easy. Many business leaders, educators, coaches, and authors have developed educational programs for us. On these pages, you can find a variety of topics such as healthy living, nutrition, natural healing, programming, and how to learn a new language.
2 Analytics Courses
16. Introduction to Business Analytics with R – Coursera
Features:
- Level: Beginner
- Format: Self-paced
- Practice and Assessment: Yes
- Communication (Support): Yes (Community)
- Certificate of completion: Yes
- Price*: The cost of the course is $79 per month
*relevant on 15th August, 2021
A foundational set of skills in data processing is the focus of this course, effectively addressing the human skills gap. The class introduces the language of R, which is used to generate analytical tools such as algorithms and visualizations to efficiently prepare business data for analysis.
A Coursera certificate or degree can prepare students for a job market. Furthermore, the organization offers courses and projects with hands-on activities.
17. Data Analytics with R – Edureka
Features:
- Level: Beginner
- Format: Live Online Training
- Practice and Assessment: Yes (Assessments during Lectures)
- Communication (Support): Yes
- Certificate of completion: Yes (Assured by Edureka)
- Price*: $350
*relevant on 15th August, 2021
The purpose of this course is to help you understand R and how it works. Additionally, you will learn how to use it in the business world and how to compare it with other analytics software, as well as how to install R and its packages.
Best Statistics Course
18. Statistics with R – Coursera
Features:
- Level: Beginner
- Format: Self-paced
- Practice and Assessment: Yes (Quizzes & Assignments)
- Communication (Support): Yes (Community)
- Certificate of completion: Yes
- Price*: Coursera’s basic subscription is free for 7 days, but the monthly cost is $49
*relevant on 15th August, 2021
The goal of this course is to help students analyze and visualize data in R and generate reproducible reports, while demonstrating an understanding of the unified nature of statistical inference.
Certificates provided by Coursera help students prepare for employment. The organization also offers hands-on projects and classes.
Worth Mentioning
There are many interesting ways to divide R courses even though they cover different domains and levels of experience. The following classes might also be of interest: