Full curriculum — in order
- Introduction
- Get Started
- Syntax
- Variables
- Data Types
- Operators
- Vectors
- Lists
- Matrices
- Arrays
- Factors
- Data Frames
- Strings
- Dates
- Functions
- Conditions
- Loops
- Break Next
- Packages
- Data Import
- Data Export
- CSV Files
- Excel Files
- JSON
- XML
- Databases
- SQL
- Statistics
- Probability
- Regression
- Linear Regression
- Multiple Regression
- Machine Learning
- Data Visualization
- Charts
- Histograms
- Scatter Plots
- ggplot2
- dplyr
- tidyr