Practical R Programming: From Data Analysis to Custom Functions — PickAClass
⏱ 2h 30m 📚 25 lessons 🎧 Audio version

Practical R Programming: From Data Analysis to Custom Functions

Master R programming to clean, analyze, and visualize data while writing custom functions for efficient, reproducible workflows.

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  • 🌐 In English
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About this course

Data is only as valuable as the insights you can extract from it, and R remains one of the most powerful languages designed specifically for this purpose. This text-based course guides you through the process of transforming raw datasets into meaningful, actionable narratives. You will progress from understanding basic syntax to performing advanced data manipulation, creating professional visualizations, and writing your own reusable functions. By practicing with written code examples and structured exercises, you will build the confidence to solve real-world data problems independently. What you'll learn: Understand foundational R syntax, data types, and core programming structures; Clean and manipulate complex datasets using modern tidyverse principles; Create clear, professional data visualizations to communicate key insights; Write custom, reusable functions to automate repetitive data tasks; Apply modern workflows for functional programming and reproducible data reporting. The course begins with essential terminology, basic setup concepts, and core data structures. You will then progress systematically through data wrangling, visualization techniques, and finally, advanced scripting and custom function design. Designed for beginners with no prior programming experience, as well as analysts looking to transition to R for more robust data workflows. Start reading today to unlock the full potential of data analysis with R.

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 30m 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
Practical R Programming: From Data Analysis to Custom Functions
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
Practical R Programming: From Data Analysis to Custom Functions
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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