Selecting a country shows the courses available in your region.
⏱ 2h 42m📚 27 lessons🎧 Audio version
R Programming: From Data Cleaning to Shiny Web Apps
This course guides beginners through writing robust analytical code in R, mastering data transformation with tidyverse, and building production-ready interactive applications with Shiny.
💬AI instructor Ask about any lesson and get a clear answer instantly, anytime.
🕐Start anytime No schedules or deadlines — learn at your own pace, whenever suits you.
🌐In English Lessons, tasks and certificate — all fully in your language.
About this course
Do you need to transform raw data into actionable insights and share them interactively? Mastering R and its modern ecosystem is the essential first step for any aspiring data analyst or data scientist.
By the end of this course, you will have a strong foundation in R programming, enabling you to confidently perform the entire data analysis pipeline—from initial data import and cleaning to statistical modeling and deploying professional, interactive web applications using the Shiny framework.
What you'll learn:
* Learn the fundamental syntax of the R language and modern best practices for writing clean, efficient analytical code.
* Master the tidyverse suite for efficient data manipulation, cleaning, and sophisticated visualization using ggplot2.
* Apply statistical concepts and build predictive models using R's robust modeling capabilities.
* Understand modern R environment management and project packaging for reliable code execution.
* Design, develop, and deploy interactive data dashboards and web applications using the Shiny framework.
* Practice transforming analytical results into reliable, shareable data products ready for production use.
The material starts with foundational R concepts and progresses step-by-step through data wrangling and visualization techniques. We then cover statistical modeling before moving into the practical deployment of applications using Shiny.
This course is designed for absolute beginners with no prior experience in R programming or data analysis. All concepts are introduced clearly, focusing on practical application.
Start your journey toward becoming a confident R data professional today.
What you'll get
📜Certificate of completion Add it to your LinkedIn profile
💬Personal AI tutor Stuck on a lesson? Ask your built-in tutor anything, any time.
🎧Audio version included Learn on the go — no screen needed
♾️Lifetime access Come back anytime, no expiry
📱Phone or computer Works anywhere, any device
💸14-day refund No questions asked
⚡Short & focused 2h 42m of practical content
Certificate of completion
Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.
P
PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
R Programming: From Data Cleaning to Shiny Web Apps
Skills demonstrated
✓
Behavioral pattern analysis
Foundational
1.2 hrs
✓
Decision-architecture frameworks
Proficient
1.4 hrs
✓
A/B test design
Proficient
1.7 hrs
✓
Behavioral copywriting
Advanced
1.9 hrs
P
PickAClass — Name Surname
R Programming: From Data Cleaning to Shiny Web Apps