R

1. Overview
2. Environment Setup
3. Basic Syntax
4. Data Types
5. Variables
6. Operators
7. Decision Making
8. Loops
9. Functions
10. Strings
11. Vectors
12. Lists
13. Matrices
14. Arrays
15. Factors
16. Data Frames
17. Packages
18. Data Reshaping
19. Data Interfaces
• CSV Files
• Excel Files
• Binary Files
• XML Files
• JSON Files
• Web Data
• Database
20. Charts & Graphs
• Pie Charts
• Bar Charts
• Boxplots
• Histograms
• Line Graphs
• Scatterplots
21. Statistics
• Mean, Median & Mode
• Linear Regression
• Multiple Regression
• Logistic Regression
• Normal Distribution
• Binomial Distribution
• Poisson Regression
• Analysis of Covariance
• Time Series Analysis
• Nonlinear Least Square
• Decision Tree
• Random Forest
• Survival Analysis
• Chi Square Tests