Learn R Programming Online: Free Course with AI Tutor & Certificate
This free R language training offers an optional certificate and spans about 9 hours. You'll complete 67 video lessons across 9 modules. After starting with "What is R Programming?", you will build practical skills in data visualization, regressions, and RStudio setup for data analysis.
What you'll learn in this R Programming course
Five concrete outcomes you'll walk away with, each mapped to modules in the curriculum below.
Understand the fundamentals of R programming and its history.
Set up the RStudio IDE and environment for R programming.
Work with various data types, variables, and decision-making structures in R.
Implement loops, functions, and lists for efficient data manipulation and analysis.
Perform data visualization and regression analysis using R.
R Programming course syllabus
01 Introduction To R Programming
- What is R Programming?
- History of R Programming
- Features of R Programming
- Why use R Programming?
- Use Cases of R
02 RStudio IDE and Environment Setup of R
- Install R in Windows
- Install R in Linux
- What is RStudio IDE?
- How to Install RStudio IDE in Windows?
- How to Install RStudio IDE in Linux?
- R Vectors
- R Matrix
- R Data Frame
- R Factors
03 Data Types and Variables
- Vectors
- Lists
- Matrices
- Arrays
- Factors
- Data Frames
- How to create variables in R?
- Print/Output Variables
- Concatenate Elements
- R Decision Making
04 Loops
- Repeat Loop
- While Loop
- For Loop
- If Statement
- else if Statement
- else Statement
- Switch Statement
- Break Statement
05 Fuctions and Lists
- What is Function in R?
- Built-in Functions
- User Defined Functions
- How to create a list?
- Naming List Elements
- Accessing List Elements
- Manipulating List Elements
- Converting List To Vector
- Merging Lists
06 Array and Matrices
- What is Array?
- Naming Columns and Rows
- Accessing Array Elements
- Manipulating Array Elements
- What is Matrices?
- How to build your first Matrix?
- Matrix Operations
07 Data Frames and Interfaces
- How To Import Data into R?
- How to build data frames?
- How to merge data frames?
- R CSV File
- R Excel File
- R Binary File
- R JSON File
- R XML File
- Working With Database Using R
08 Data Visualization
- R Pie Charts
- R Boxplot
- R Bar Charts
- R Data Visualization
- R Line Graphs
- R Scatterplots
09 Regressions
- Linear Regression
- Multiple Regression
- Logistics Regression
- Poisson Regression
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this R Programming course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Beginners wanting to learn R coding from scratch without paying upfront fees.
- Data science aspirants looking to add statistical programming to their resumes.
- Working professionals in India who need to analyze large datasets efficiently.
- Students seeking a structured R language training path with practice quizzes.
Prerequisites
- No prior programming experience is required to start this course.
- You need a computer with a basic internet connection to watch the lessons.
- A willingness to practice writing code and analyzing data.
How learning works on LearnTube
The structure of a bootcamp, the price of free.
AI curates your path
Our AI picks the top 1% of video content for each topic and arranges it into a structured, goal-based curriculum. No more tutorial roulette.
Learn, then get quizzed
After every lesson, your AI tutor asks you a question and gives personalised feedback on your answer, so gaps get fixed immediately.
Finish with proof
Complete the course, build the capstone project, and claim a certificate recognised by 900+ hiring partners.
A complete R Programming course: free, structured and job-focused
You can learn R programming for free and add an optional paid certificate to your professional profile. This 9-hour course covers exactly what you need to start analyzing statistical data. You'll work through 9 specific modules, beginning with an Introduction To R Programming and RStudio IDE and Environment Setup of R. From there, the lessons move into core concepts like Data Types and Variables, Loops, and Fuctions and Lists. You will also learn how to structure complex information using Array and Matrices alongside Data Frames and Interfaces. Finally, the training covers practical applications in Data Visualization and Regressions.
LearnTube makes self-paced study much more effective than watching random videos. We curate the best YouTube video lessons and pair them with an interactive AI tutor. After every single lesson, the AI tests your knowledge with a quick quiz. This means you actually remember how to write R code instead of just watching someone else do it. You'll answer questions right after your first lesson, What is R Programming?, and continue testing your skills through all 67 video lessons.
By the end of this r programming course, you will know how to manipulate data structures and run statistical models. The entire learning experience is free. If you want to show off your new data science skills to employers, you can choose to purchase the verified certificate at the end of your studies.
Jobs you can target after learning R Programming
R Programming is a gateway skill for some of the fastest-growing roles in tech.
Cleans and interprets datasets to help businesses make better decisions.
Builds statistical models and predictive algorithms using programming languages.
Applies mathematical theories to collect and analyze quantitative data.
Typical entry-level salary ranges in India as of August 2026. Actual compensation varies by city, company and experience.
Earn a R Programming certificate employers recognise
Finish the course and claim a certificate you can share anywhere.
- Learn 100% free: every lesson, quiz and the AI tutor cost nothing
- Claim your certificate when you complete the course (an optional paid add-on)
- Recognised by 900+ hiring partners across India
- One click to share on LinkedIn and add to your resume
Why learners choose LearnTube
Real reviews from Google. You learn free, you get assessed free, and you pay only if you want the certificate.
Though I have 11 years of experience as an HRBP, the course helped me refresh my knowledge and gave me insights into new trends in the market. The modules were clear and easy to understand, and the quizzes were well designed. I have added the certificate to my LinkedIn profile.
I had a lot of doubts while learning, but the AI chatbot answered them in detail with simple summaries. The videos on the platform saved me a lot of time as I didn't have to search YouTube and watch random content.
Just earned my certificate in HR Management from LearnTube.ai! The platform is user-friendly and the assessment was a great way to validate my knowledge. Feeling proud of this accomplishment!
I enrolled in a LearnTube personalized course to get into a Data Analytics role. It helped me learn SQL in depth and gave me hands-on experience with Power BI. I attached the LearnTube certificate to my CV, it added credibility to my profile, and I'm currently in the interview process.
The interface is user-friendly and intuitive, making it easy to navigate the course. I encountered no errors during my time using the platform, which was a refreshing change from other online learning platforms.
Just cleared the Business Analyst assessment and got certified! Loved how the course simplifies big concepts like data-driven decision making into short, practical lessons. The automated quizzes kept me on track the whole time. Perfect boost for my resume!
The certificate gave me a real edge during my B.Tech. By the time I graduated, I had skills that set me apart from my peers, and the certification opened up more job opportunities. It gave me the confidence to stand out during interviews.
I manage many software projects as a General Manager and was looking for a good certification program to stay competitive. After researching many programs, I chose LearnTube and it was much better than I expected. The material is well-organized and practical, and what I liked most is the lifetime access.
Frequently asked questions
Everything learners ask before starting this R Programming course.
Do I get a certificate after finishing this R programming course?
Yes. You can learn all the material for free, and a verified certificate is available as an optional paid add-on. Adding this credential to your LinkedIn profile helps prove your new data analysis skills to employers.
How is this different from watching plain YouTube tutorials?
LearnTube organizes the best videos into a logical syllabus and adds an AI tutor. You take a quick quiz after every single video lesson to test your memory. This interactive format keeps you focused and ensures actual learning.
What software do I need installed on my computer?
You will need to install R and RStudio. The second module walks you exactly through the RStudio IDE and Environment Setup of R, so you don't need to worry about figuring it out alone.
Do I need prior coding experience to learn R language?
No previous experience is necessary. The curriculum is designed for absolute beginners. You start with a basic lesson answering "What is R Programming?" before slowly moving into data types, variables, and more advanced topics like regressions.
How long does this R software training take to complete?
The total video content spans about 9 hours across 67 lessons. Since it's entirely self-paced, you can finish the 9 modules in a weekend or spread the learning out over a few weeks.
Does this course cover data visualization?
Yes, a full module is dedicated to creating visual representations of your data. You will learn how to generate charts and graphs using R, making it easier to communicate complex statistical findings to non-technical teams.
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67 lessons, an AI tutor that never gets tired, and a certificate at the finish line. All you need is an hour a day.
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