R Programming Course Index – Dataplexa

R Programming Course Index

Complete R Programming Roadmap — 45 structured lessons covering R basics, data manipulation, visualization, statistics, modeling, and advanced analytics.

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I. Beginner Level (15 Lessons)

1. Introduction to R 2. Installing R & RStudio 3. Basic Syntax 4. Variables 5. Data Types 6. Vectors 7. Lists 8. Matrices 9. Factors 10. Data Frames 11. Basic Operations 12. Conditional Statements 13. Loops 14. Basic Functions 15. Basic Programs

II. Intermediate Level (15 Lessons)

16. Apply Family 17. Custom Functions 18. Packages & Libraries 19. Data Import 20. Data Cleaning 21. Exploratory Analysis 22. dplyr 23. tidyr 24. stringr 25. forcats 26. Advanced Loops 27. Date & Time 28. Data Aggregation 29. Data Merging 30. Data Visualization Overview

III. Advanced Level (15 Lessons)

31. ggplot2 Basics 32. Advanced ggplot2 33. Statistics Basics 34. Hypothesis Testing 35. Correlation & Regression 36. Time Series 37. Machine Learning 38. Classification 39. Clustering 40. Dimensionality Reduction 41. Spatial Analysis 42. Text Mining 43. Reporting 44. Advanced Projects 45. Mini R Project