Monday, April 26, 2021

Top 5 Courses to Learn R Programming for Data Science and Statistics in 2021 - Best of Lot

Hello guys, if you are interested in Data ScienceMachine Learning, and Statistics then you may have come across the R programming language, one of the best programming languages for those jobs. R is not just a programming language but a whole set of tools and environments created for working with statistical computing and graphics. If you want to learn R programming and looking for the best online training courses, classes, and tutorials then you have come to the right place. In the past, I have shared free courses to learn R and in this article, you will find the best R programming courses from Udemy, Coursera, and edX which you can join to learn R programming language for Data Science and Statistics. The list includes both free and paid courses. 

These courses have been created by experts and highly recommended for both beginners and people using R programming language without having in-depth knowledge. You can use them to learn both basic and advanced concepts of R programming, tools like R Studio, and best practices.

Now, coming back to the R programming language itself.  It is an open GNU project similar to the S language. R can be considered as a different implementation of S. There are some important differences between them, but much code written for S runs unaltered under R.

This language provides a wide variety of statistical and graphical techniques and is highly extensible because of its open-source community, which is constantly supporting and adding features. The S language is often the vehicle of choice for research in statistical methodology, and R provides an Open Source route to participation in that activity.

R is available under the terms of the Free Software Foundation’s GNU General Public License in source code form. It compiles and runs on a wide variety of UNIX platforms and similar systems including Linux, Windows, and macOS.

It is also a language that ultimately has grown a lot of importance because it is really useful to work with big data and IA implementations. Here we will offer you a selection of the top 5 courses to learn R.





5 Best R Programming Courses for Beginners to Join in 2021

Here is the list of best online courses to learn R Programming from UdemyCoursera, and edX to learn this useful skill online. These courses have been created by experts and trusted by thousands of developers around the world. They are also very affordable, especially the R programming courses from Udemy which you can buy for just $10 on Udemy sales, which happens regularly.


1. R Programming A-Z™: R For Data Science With Real Exercises! (Udemy)

This is the best R programming course on Udemy and created and delivered by none other than Kirill Eremenko and his SuperDataScience team, which have created the best online courses on data science, and Machine learning on Udemy.

To complete this course you just need to have some high school mathematics level. It is for anyone interested in R programming, Data Science, and Data Analytics, or any people who are not that comfortable coding but who are interested in Data Science and want to apply it easily on datasets.

This course has been designed by two professional Data Scientists that will teach help you learn complex theories, algorithms, and coding libraries in a simple way.

By the end of the course you will be able to:
  • Learn Programming in R and R Studio
  • Learn how to build and use metrics in R 
  • Practice working with statistical data in R
  • Understand the Normal distribution
When you buy it, you instantly have life access to 10.5 hours of video, 6 articles, and 38 downloadable resources.

best Udemy course to learn R programming



2. R Programming for Statistics and Data Science 2021 (Udemy Best course)

This Udemy course meant to learn the fundamentals of programming in R has a lot of resources and support for beginners. The tutorial will be fun for you if you like Star Wars or Pokémon because some examples are based on them.

Here are things you will learn in this course:
  • How to work with R’s conditional statements, functions, and loops
  • Getting your data in and out of R
  • Understand and carry out regression analysis in R
  • Learn the fundamentals of statistics and apply them in practice
  • Systematically explore data in R
  • Build your functions in R
The course has a lot of support documentation, it has a total of 38 articles and 34 resources. All explained in less than 7 hours of videos.

Top 5 courses to learn R Programming - Best of Lot



3. Data Science: R Basics from Harvard University (edX best course)

This course taught by Rafael Irizarry is meant to build a foundation in R and learn how to wrangle, analyze, and visualize data. It will introduce you to the basics of R programming. 

Based on some real-world datasets about crime in the United States. You will learn the R skills needed to answer essential questions about differences in crime across the different states.

Here are the key skills you will learn:
  • The basic R syntax
  • R programming concepts such as data types, vectors arithmetic, and indexing
  • Performing operations in R including sorting, data wrangling using dplyr, and making plots
  • Learn Data AnalyticsData Science, and Statistical Analysis
The course is free to enroll in and in the end, you can buy the certificate spelled by Harvard if you want it.
best edx and Harvard course to learn R programming




4. Statistics with R by Mine Çetinkaya-Rundel (Coursera best Course)

In this complete course, you will produce a portfolio of data analysis projects from the Specialization that demonstrates mastery of statistical data analysis.

Will making it you will learn:
  • How to analyze and visualize data in R, creating reproducible data analysis reports.
  • Demonstrate a conceptual understanding of the unified nature of statistical inference
  • Understand natural phenomena and make data-based decisions performing frequentist and Bayesian statistical inference and modeling to communicate statistical results correctly.
  • Critique data-based claims and evaluated data-based decisions, and wrangle and visualize data with R packages for data analysis.
The course is meant for dedicating to it 3 hours a week for 7 months, but you can adapt it however you want it. This course is offered by Duke University.

And, if you find Coursera certifications useful then you should also join the Coursera Plus, a subscription plan from Coursera which provides you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. It cost around $399/year but its complete worth your money as you get unlimited certificates

best Coursera course to learn R programming



5. Statistics for Data Analysis Using R by Sandeep Kumar (Udemy)

This course is meant for beginners with some programming experience and knowledge of advanced mathematics like statistics. It first teaches the aspects needed of mathematics and statistics and then it applies it to the R language. The tutorial is a combination of theory and practice.

During the course, you will see the following points:
  • Learn the basic statistical concepts
  • Application of these concepts using R Studio.
  • Mastering some statistical concepts and techniques.
  • Probability Distributions - Normal, Binomial and Poisson
  • You will learn R programming from the beginning level.
The course includes lifetime access to 12,5 video hours, 13 articles, and 36 resources available to download.

best Online course to learn R programming for beginners


That's all about the best R programming courses for beginners to join in 2021. You can join these online courses to learn the R programming language for Data Science, Statistics, and Data Analysis.  Data Science is becoming more important every day, it will be one of the most important things to have in the count to make practically any project because it brings you a lot of advantage over your competitors. That is why is very useful to know about it. With these courses, you can enter this world to become a better professional.


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Thanks for reading this article so far. If you like these best R Programming online training courses then please share them with your friends and colleagues. If you have any questions or feedback, then please drop a note.

P. S. - If you are keen to learn R Programming but looking for a free online training course to start with then you can also check out this free Introduction to R course. This 10-hour course will teach you R programming in an interactive way using 140+ exercise problems. The best thing about this course is that it's completely free and you just need an Udemy account to join this course.

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