R Programming
Course Index
45 Lessons · 3 Levels
Complete R Programming Roadmap — 45 structured lessons covering R basics, data manipulation, visualization, statistics, modeling, and advanced analytics.
45Lessons
3Levels
1Project
FreeAccess
Level I
Beginner Level
Lessons 1–15
Lesson 01
Introduction to R
Lesson 02
Installing R & RStudio
Lesson 03
Basic Syntax
Lesson 04
Variables
Lesson 05
Data Types
Lesson 06
Vectors
Lesson 07
Lists
Lesson 08
Matrices
Lesson 09
Factors
Lesson 10
Data Frames
Lesson 11
Basic Operations
Lesson 12
Conditional Statements
Lesson 13
Loops
Lesson 14
Basic Functions
Lesson 15
Basic Programs
Level II
Intermediate Level
Lessons 16–30
Lesson 16
Apply Family
Lesson 17
Custom Functions
Lesson 18
Packages & Libraries
Lesson 19
Data Import
Lesson 20
Data Cleaning
Lesson 21
Exploratory Analysis
Lesson 22
dplyr
Lesson 23
tidyr
Lesson 24
stringr
Lesson 25
forcats
Lesson 26
Advanced Loops
Lesson 27
Date & Time
Lesson 28
Data Aggregation
Lesson 29
Data Merging
Lesson 30
Data Visualization Overview
Level III
Advanced Level
Lessons 31–45
Lesson 31
ggplot2 Basics
Lesson 32
Advanced ggplot2
Lesson 33
Statistics Basics
Lesson 34
Hypothesis Testing
Lesson 35
Correlation & Regression
Lesson 36
Time Series
Lesson 37
Machine Learning
Lesson 38
Classification
Lesson 39
Clustering
Lesson 40
Dimensionality Reduction
Lesson 41
Spatial Analysis
Lesson 42
Text Mining
Lesson 43
Reporting
Lesson 44
Advanced Projects
Lesson 45
Mini R Project