R

R Fundamentals

Getting Started with R

Variables and Data Types

Special Values and Types

Operators

Core Data Structures

Vectors

Lists

Matrix Fundamentals

Matrix Algebra

Advanced Data Structures

Arrays

Data Frames

Factors

Strings Files and Dates

Strings and Patterns

File Operations

Dates and Times

Control Flow

Conditional Statements

Loops

Writing Functions

Function Behavior

Functional Programming

Apply Functions

FP Patterns

Data Processing

Data Cleaning

Descriptive Statistics

Statistical Measures

Distribution Analysis

Mathematical Functions

Probability and Testing

Probability Distributions

Random Number Generation

Hypothesis Testing

Regression and Modeling

Linear Regression

Advanced Regression

Model Assessment

Base R Visualization

Chart Types

Plot Customization

Plot Enhancement

Advanced R Programming

Working with Packages

Error Handling and Objects

Environments and Scoping

Performance

Tidyverse Core

Tibbles and Pipes

dplyr

tidyr

ggplot2 Fundamentals

ggplot2 Polish

Tidyverse Extended

Tidyverse Tools

External Data

Reports and Apps

Specialized Topics

Time Series

Unsupervised Learning

Numerical Methods

Session Management