Introduction to R Programming for Data Analysis — PickAClass
4.1 (14) ⏱ 3h 📚 30 lessons

Introduction to R Programming for Data Analysis

Build a solid foundation in R to manage, transform, and analyze data using modern programming syntax and essential data structures.

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About this course

R remains one of the most powerful tools for anyone looking to extract insights from data, whether in academia, finance, or technology. This course provides a clear path to understanding the core logic of R, enabling you to move beyond spreadsheets and into the world of reproducible data science. By reading through these lessons, you will transition from understanding basic syntax to writing scripts that handle various data types, organize information into logical structures, and perform foundational analysis tasks. What you'll learn: - Understand core R syntax, basic arithmetic operations, and variable assignment - Master essential data structures including vectors, matrices, and lists - Organize categorical information efficiently using factors - Work with data frames and modern tibbles for tabular data management - Apply modern coding patterns like the pipe operator for readable scripts - Practice data selection, filtering, and basic statistical summaries The course begins with fundamental terminology and environment basics before progressing through increasingly complex data structures used in professional analysis. You will read through detailed explanations and apply your knowledge through written code exercises designed to reinforce logic and syntax. This course is designed for absolute beginners, requiring no prior coding experience or advanced mathematical background. Start building your data science toolkit by mastering the essentials of R.

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • 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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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Introduction to R Programming 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
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PickAClass — Name Surname
Introduction to R Programming 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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What do I need to take this course? +

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

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

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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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