Data Analysis with R: Solving Real-World Problems — PickAClass
4.0 (6) ⏱ 2h 30m 📚 25 lessons 🎧 Audio version

Data Analysis with R: Solving Real-World Problems

Import, clean, and visualize data using the R programming language and modern Tidyverse tools to solve real-world analytical problems.

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About this course

Raw data is only valuable if you know how to extract meaningful answers from it. R is one of the most powerful and widely used programming languages designed specifically for statistical computing and data analysis. This text-based course guides you from the absolute basics of R syntax to performing full data analysis workflows. You will learn how to structure your projects, manipulate complex datasets, and present your findings clearly, transforming raw data into reliable, evidence-based insights. What you'll learn: * Understand foundational R syntax, data types, and core data structures like vectors and data frames. * Import and clean messy datasets using modern Tidyverse packages like dplyr and tidyr. * Apply exploratory data analysis techniques to discover patterns, trends, and anomalies. * Create clear and informative data visualizations using the powerful ggplot2 library. * Perform basic statistical analyses to back up your business decisions with quantitative evidence. * Structure reproducible data analysis workflows using modern project environments and reporting concepts. The course starts with essential terminology and environment setup before guiding you through data manipulation, visualization, and basic statistical testing. You will read clear explanations and review practical code snippets designed to build your confidence step-by-step. This course is designed for absolute beginners to R and data analysis, requiring no prior programming experience or advanced math background. Start your journey into data science and learn how to solve complex analytical problems with R today.

What you'll get

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  • 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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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Data Analysis with R: Solving Real-World Problems
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
Data Analysis with R: Solving Real-World Problems
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.

Reviews (6)

Petr Svoboda CZ
★ 5 · July 26, 2026

This course is a gem! The structure made it easy to follow, and the insights gained are invaluable. Really enjoyed the whole experience.

يوسف بلخير DZ Verified learner
★ 4 · July 19, 2026

Good introduction to the topic. The structure was logical, and most of the examples were relevant, though I wished for more depth in certain areas.

علي محمد AE
★ 4 · July 18, 2026

A good introduction. The structure was mostly clear, but I wish there were a few more real-world examples. Still, learned a lot.

فاطمة بنت علي بن محمد آل ثاني QA Verified learner
★ 5 · June 24, 2026

This course exceeded my expectations. The real-world applications discussed are incredibly useful. Great job!

Beatriz Vidal PE Verified learner
★ 3 · June 21, 2026

It's a good course if you have some prior knowledge. For absolute beginners, some concepts might be a bit challenging. The structure is logical, though.

Isabella Martínez MX Verified learner
★ 3 · June 21, 2026

It's a solid course. The structure is logical and most of the examples were helpful. Could use a few more real-world scenarios though.

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