Introduction to Programming with R for Data Analysis — PickAClass
⏱ 3h 📚 30 lessons

Introduction to Programming with R for Data Analysis

Learn foundational programming concepts using R to clean, analyze, and visualize data through practical, text-based exercises.

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  • 🌐 In English
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About this course

R is one of the most powerful and widely used programming languages for data science, statistical computing, and academic research. If you want to work with data but have zero programming experience, learning R is the perfect place to start. This course guides you from absolute beginner to confident programmer through clear, written explanations and structured coding exercises. You will begin by understanding the foundational syntax of R, setting up your environment, and working with basic data types. From there, you will progress to modern data manipulation workflows, functional programming, and data visualization techniques. What you'll learn: Understand core programming concepts like variables, loops, conditionals, and functions in R; Clean and tidy messy datasets using modern Tidyverse packages; Write custom functions and apply functional programming principles for efficient data workflows; Create clear, publication-ready statistical graphics; Handle errors gracefully and write basic unit tests to ensure code reliability. The course starts with essential terminology and fundamental syntax, ensuring you build a solid foundation before moving on to real-world data analysis scenarios. This course is designed specifically for beginners with no prior coding or statistical experience. Start your journey into data programming today and gain the practical skills to analyze data confidently.

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.
  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 14-day refund
    No questions asked
  • Short & focused
    3h 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.

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PickAClass
Skills profile · verifiable
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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Introduction to Programming with R for Data Analysis
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
Introduction to Programming with R for Data Analysis
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 14 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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