If you’re looking for a way to demonstrate your R programming skills, you might be overwhelmed by the different certifications and certificate programs available. You might also have many questions, such as the difference between certificate study and certification or whether pursuing a certificate in Data Science or a related field will help you get a job. This article aims to answer these questions so you can efficiently choose the right path toward R programming certification. Keep reading to find out more.

What is R Programming?

R is a programming language that statisticians created for statistical data analytics. This popular language has a range of applications for performing statistical computing and creating data visualizations. It is often used by Data Scientists, Business Analysts, Data Analysts, and those working in academia or science for tasks specifically involving statistical analysis. R is currently available for free and can run on Windows and Mac OS, as well as a variety of UNIX platforms and related systems.

R provides users with a range of graphical and statistical techniques, such as time-series analysis, clustering, classification, and linear and nonlinear modeling. One of the benefits of working with R is that it simplifies the process of creating publication-quality plots, especially those that incorporate formulas or mathematical symbols. This versatile language includes a fully integrated suite of software tools, such as a data storage and handling facility, operations for performing calculations on arrays, an extensive, integrated set of data analytics tools, and graphical tools designed to analyze and visualize data.

Read more about what R programming is and why you should learn it.

What Can You Do with R Programming?

R was created to primarily help with graphics and statistical computations. This language can accomplish various tasks, from data storage to data analysis to generating statistical models. Of all the available programming languages, R is considered to be the one with the most tools devoted exclusively to statistics. This language can aid with descriptive statistics tasks, like calculating standard deviations and designing models for mapping linear regression.

One of R’s most useful features is its ability to help users create customized data visualizations and dashboards. Some consider R’s ggplot2 package the best data visualization tool available. This package allows users to draw nearly any plot they can conceive. In addition, those who wish to take their data visualizations in R to the next level can combine ggplot2’s syntax with Plotly’s interactive features to make dashboards that are as engaging as they are interactive. 

R draws from various machine learning tools so that users can make accurate, data-driven predictions. Users can select from an array of machine learning models, which have applications for creating predictive models, such as movie recommendation systems and churn models. In addition, R users can automate reporting by using R Markdown documents. R Markdown offers a straightforward, accessible syntax to generate various reports, such as presentations, books, or other written documents. This helps R users easily communicate data analysis results with others. 

Certifications vs. Certificates: What’s the Difference?

If you’re considering learning more about R programming to advance within your current career or to start a new job, you may consider pursuing a certification or certificate in this language. Certifications typically involve a student signing up for an exam (administered by a third party), preparing for it, then sitting for the test. Those who pass the exam earn certification in R, which is a great way to demonstrate mastery of this coding language. 

On the other hand, a certificate in R is a completion-based program. Participants in certificate programs learn to use R for statistical computing tasks, data visualization, and other commonly used R tasks. You will be well-versed in using R for various real-world data tasks by completing your certificate study.

Top Certifications & Certificates for R Programming

The following are some of the best certificates and certifications available for R programming:

Should I Get Certified in R Programming?

The decision of whether to seek R programming certification depends on several factors. When working in a data science-related field, some job listings seek individuals with a specific background in R. If you wish to demonstrate your R programming skills to a potential employer, certification or certificate study in R is one way to show that you’re able to use this open-source language in a professional setting. It may also distinguish you from other candidates who simply list “Proficient in R programming” on their resume but do not specify how they have achieved this proficiency. 

Ultimately, whether you decide to earn certification in R will depend on the job to which you apply and the employer’s specifications. For some positions, it may simply suffice to indicate programming skills without achieving a certificate or certification. 

How to Get Certified in R Programming

Although no formal R certification is currently offered, those interested in an in-depth course of R study have many excellent options. Top educational providers like Udemy, Coursera, and Noble Desktop offer certificates in R. Those who enroll in a certificate program earn industry-standard R training that they can apply in a professional setting. By completing a rigorous certificate program in R or data science, you can demonstrate to employers that you are committed to studying programming and that you have the knowledge-base and training to apply your skills to real-world datasets.

Learn R Programming with Hands-on Training at Noble Desktop

Noble Desktop has several excellent learning options for those new to R and courses for more advanced programmers interested in mastering complex R skills. Noble’s Data Analytics with R Bootcamp is an immersive class designed to take participants from the basics of coding to a portfolio showcasing your experience working with R. Those enrolled receive expert instruction and can retake the class for up to one year to brush up on course materials. 

Noble also offers a variety of in-person and live online coding classes that prepare participants to become Data Scientists or Web Developers. Courses are available in popular programming languages such as JavaScript and Python, as well as front end and full stack web development. Certificates are also offered in software engineering and data science. For students seeking instruction about using programming for finance technology, Noble currently has a FinTech bootcamp available as well, which includes one-on-one mentoring for all participants.

In addition to the variety of programming courses Noble teaches, this top educational provider also has several in-person and live online Data Analytics classes. Noble’s Data Analytics Technologies Bootcamp is a beginner-friendly course that prepares students to work with core data analytics tools like SQL, Excel, and Tableau. In addition, a certificate in data analytics is also available for those interested in becoming a Business Analyst or Data Analyst. This rigorous learning opportunity prepares students to perform data analysis, statistical analysis, and data visualization, as well as how to use relational databases. All students receive one-on-one mentoring to help with their learning process.

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