Are you looking for the Best Online Courses on R?… If yes, then this article is for you. In this article, I have listed the 8 Best Online Courses on R from various platforms. So give your few minutes to this article and find out the Best R programming course for you.
In a Hurry?… Jump directly to the Courses here.
Online Courses on R Programming
Many people have a question, “Why R Programming for Data Science?”. So before moving to the course section, let me clear your doubt. Data Science is a huge field and it requires various skills. Knowledge of Programming language is also one of the most demanding skills for data science. As a beginner, most of us choose Python for Data Science. But to perform data analysis-related tasks, R wins the competition.
In Data Science, you have to perform statistical analysis, and for that, R is much better than Python. R has approximately 12000 packages, R has a huge variety of libraries to perform statistical analysis. Some most powerful visualization packages in R are ggplot2, ggvis, googleVis, and rCharts.
If you know Python and R both, then you will get more privilege as a data scientist or data analyst. I hope now you got an answer to your question, “Why R Programming?“. Now, let’s move to the online courses on R.
Firstly, Let me tell you on what criteria, I have filtered these courses-
Criteria-
- Rating of these Courses.
- Coverage of Topics.
- Engaging trainer and Interesting lectures.
- Number of Students Benefitted.
- Good Reviews from various aggregators and forums.
So, without wasting your time, let’s start finding the best course for you.
- 1. R Programming – Coursera
- 2. Programming for Data Science with R- Udacity
- 3. Data Science: Foundations using R Specialization- Coursera
- 4. Learn R with DataCamp
- 5. Statistics with R Specialization- Coursera
- 6. Learn R- Codecademy
- 7. R Programming A-Z™- Udemy
- 8. Data Science and Machine Learning Bootcamp with R- Udemy
- Conclusion
- FAQ
1. R Programming – Coursera
Rating- 4.5/5
Provider- Johns Hopkins University
This course will cover all the basics of R Programming. If you want to learn R from scratch, then this course is for you. In this course, you will learn how to program in R and how to use R for effective data analysis. This course will teach you programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code.
Now, let’s see the topics covered in this course-
- Installing R
- Overview and History of R
- R Console Input and Evaluation
- Data Types
- Subsetting
- Vectorized Operations
- Introduction to swirl
- Control Structures
- Functions
- Scoping Rules
- Loop Functions
- Debugging Tools
- Simulation
- R Profiler
Extra Benefits-
- You will earn a Shareable Certificate.
Enroll in this course if-
- You have a basic knowledge of regression.
- If you want to learn only the Basics of R Programming.
Time to Complete-
- This course will take approximately 58 hours to complete.
What’s the Price?
- 7 Day Full Access Free Trial and after that 49$/month.
Interested to Enroll?
If yes, then check out all details here- R Programming
2. Programming for Data Science with R– Udacity
Provider- UDACITY
This is Nano-degree Program. In this program, you will learn the R programming fundamentals required for a career in data science. At the end of this program, you will know how to use R, SQL, Command-Line, and Git.
In the first course, you will learn SQL fundamentals and how to use SQL to answer complex business problems. After that, you will learn R programming basics such as installation and setup and how to work with data structures available in R including scalars, factors, vectors arrays, lists, and data frames.
Then you will learn how to beautifully visualize your data using the ggplot2 library. At the end of this program, you will learn how to use version control and share your work with other people in the data science industry. There are 3 courses in this Nanodegree program-
Courses-
- Introduction to SQL
- Introduction to R Programming
- Introduction to Version Control
Extra Benefits-
- You will get a chance to work on Real-world projects from industry experts.
- You will get Project feedback from experienced reviewers.
- You will also get Technical mentor support.
- Along with that, you will get Personal career coaching,
- Interview preparations,
- Resume services,
- Github review,
- LinkedIn profile review.
Enroll in this Course if-
- There is no if else for this program. Anyone can enroll in this program who has basic computer skills.
Time to Complete-
- This program will take approximately 3 Month to complete
Interested to Enroll?
If yes, then check out all details here- Programming for Data Science with R
3. Data Science: Foundations using R Specialization– Coursera
Rating- 4.6/5
Provider- Johns Hopkins University
This is a specialization program offered by Johns Hopkins University. This R Programming course is part of this specialization program. So, this specialization program is the next step of your R programming knowledge.
NOTE- If you want to learn only the basics of R programming, then you can enroll in the R Programming course. But if you want to learn more advanced concepts of Data Science in R, then this specialization program is a better choice.
This specialization program will teach you foundational data science tools and techniques, including getting, cleaning, and exploring data, programming in R, and conducting reproducible research.
This specialization program contains 5 Courses. Let’s see course details-
- The Data Scientist’s Toolbox
- R Programming
- Getting and Cleaning Data
- Exploratory Data Analysis
- Reproducible Research
Extra Benefits-
- You will earn a Shareable Certificate.
- Along with that, you will get Course Videos & Readings, Practice Quizzes, Graded Assignments with Peer Feedback, Graded Quizzes with Feedback, Graded Programming Assignments.
Enroll in this Course if-
- You have some programming experience in any language.
- Some working knowledge of mathematics up to algebra.
Time to Complete
- This program will take approximately 3-6 Month to complete.
What’s the Price?
- 7 Day Full Access Free Trial and after that 49$/month.
Interested to Enroll?
If yes, then check out all details here- Data Science: Foundations using R Specialization
4. Learn R with DataCamp
In Datacamp, there are career tracks, skill tracks, and courses. You can learn R programming with their Career tracks, skill tracks, and courses.
Datacamp has Career tracks for R programming such as Data Analyst with R, Data Scientist with R, etc. These career tracks are created by industry experts.
Whereas Datacamp has also separate courses for R programming. If you want to get a basic understanding of R Programming, then Introduction to R is a good course.
And if you have basic knowledge of R programming, then you can consider the Intermediate R course, where you will learn some advanced concepts of R programming.
Interested to Enroll?
If yes, then check out the more details here- Learn R with DataCamp
5. Statistics with R Specialization– Coursera
Rating- 4.6/5
Provider- Duke University
This specialization program will give you more in-depth Statistics with the help of R. In this program, you will learn how to analyze and visualize data in R and create reproducible data analysis reports, and much more.
This specialization program contains 5 Courses. Let’s see course details-
- Introduction to Probability and Data with R
- Inferential Statistics
- Linear Regression and Modeling
- Bayesian Statistics
- Statistics with R Capstone
Extra Benefits-
- You will earn Shareable Certificate.
- Along with that, you will get Course Videos & Readings, Practice Quizzes, Graded Assignments with Peer Feedback, Graded Quizzes with Feedback, Graded Programming Assignments.
Enroll in this Course if-
- You have basic math knowledge. No previous programming knowledge is required for this course.
Time to Complete-
- This program will take approximately 7 Month to complete
What’s the Price?
- 7 Day Full Access Free Trial and after that 49$/month.
Interested to Enroll?
If yes, then check out all details here- Statistics with R Specialization
6. Learn R– Codecademy
This is another best course for R Programming. This course will teach you fundamental programming concepts in R. You’ll also learn how to organize, modify and clean data frames, a useful data structure in R. In this course, you will also learn about data visualizations, statistics, and hypothesis testing.
Let’s see the topics covered in this course-
- INTRODUCTION TO R SYNTAX
- DATA FRAMES IN R
- DATA CLEANING IN R
- VISUALIZATION WITH R
- AGGREGATES IN R
- JOINING TABLES IN R
- MEAN, MEDIAN, AND MODE IN R
- VARIANCE AND STANDARD DEVIATION IN R
- QUARTILES, QUANTILES, AND INTERQUARTILE RANGE
- HYPOTHESIS TESTING WITH R
Projects Covered-
- You will build three projects- Calculating Population Change, ACLU Child separation, and cleaning US census data.
Enroll in this Course if-
- There is no conditions for enrolling in this course. Anyone can enroll who want to learn R programming.
Time to Complete-
- This course will take approximately 20 Hours to complete
Interested to Enroll?
If yes, then check out all details here- Learn R
7. R Programming A-Z™– Udemy
Rating- 4.6/5
Provider- SuperDataScience Team
This is another course for complete beginners in R programming. This course is for all skill levels and even if you have no programming or statistical background. This course will teach you the core principles of programming.
Let’s see the topics covered in this course-
- Installing R and R Studio (MAC & Windows)
- Core programming principles.
- Fundamentals of R
- Matrices
- Data Frames
- Advanced Visualization With GGPlot2
Extra Benefits-
- You will get a Certificate of completion.
- Along with that, you will get full lifetime access and 5 articles.
Enroll in this Course if-
- You want to learn how to program in R.
Time to Complete
- This course will take approximately 10.5 Hours to complete.
What’s the Price?
- The actual cost of this course is $169 but after a discount it cost around $9.
NOTE – Discount Price is not fixed. It may vary.
Interested to Enroll?
If yes, then check out all details here- R Programming A-Z™
8. Data Science and Machine Learning Bootcamp with R- Udemy
Rating- 4.6/5
Provider- Jose Portilla
In this course, you will learn how to program with R, how to create amazing data visualizations, and how to use Machine Learning with R. Let’s see what topics are covered in this course-
- Programming with R
- Advanced R Features
- Using R Data Frames to solve complex tasks
- Use R to handle Excel Files
- Web scraping with R
- Connect R to SQL
- Use ggplot2 for data visualizations
- Use plotly for interactive visualizations
- Machine Learning with R, including:
- Linear Regression
- K Nearest Neighbors
- K Means Clustering
- Decision Trees
- Random Forests
- Data Mining Twitter
- Neural Nets and Deep Learning
- Support Vectore Machines
Extra Benefits-
- You will get a Certificate of completion.
- Along with that, you will get full lifetime access and 8 articles and 3 downloadable resources.
Enroll in this Course if-
- You have Basic Math Skills and want to learn Data Science with R.
Time to Complete-
- This course will take approximately 17.5 Hours to complete.
What’s the Price?
- The actual cost of this course is $169 but after a discount it cost around $9.
NOTE – Discount Price is not fixed. It may vary.
Interested to Enroll?
If yes, then check out all details here- Data Science and Machine Learning Bootcamp with R
So, these are some most popular online courses on R. Now, it’s time to wrap up.
Conclusion
I hope these courses will help you to learn R Programming. I aim to provide you best resources for Learning. If you have any doubts or questions, feel free to ask me in the comment section.
Summary of the Courses-
- R Programming – Coursera
- Programming for Data Science with R– Udacity
- Data Science: Foundations using R Specialization– Coursera
- Learn R with DataCamp
- Statistics with R Specialization– Coursera
- Learn R– Codecademy
- R Programming A-Z™– Udemy
- Data Science and Machine Learning Bootcamp with R- Udemy
Tell me in the comment section, which course you like.
All the Best!
Happy Learning!
FAQ
There are various online courses are available. I personally love Coursera. You can choose any of these courses and start learning.
In terms of data science, knowledge of both is good. But as a beginner, if you have no previous knowledge of programming and from a statistical background, then R is a good choice for you.
R is not easier than Python. R is slightly harder to learn.
Yes! The r language is the best language for performing analytical operations.
You can practice R on DataCamp.
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Written By Aqsa Zafar
Founder of MLTUT, Machine Learning Ph.D. scholar at Dayananda Sagar University. Research on social media depression detection. Create tutorials on ML and data science for diverse applications. Passionate about sharing knowledge through website and social media.