R Programming Introductory Course 


Lesson 
Lesson Subject 
pdf file 

1 
R Tutorial: Overview 
lesson 1 

2 
R Tutorial: Environment Setup 
lesson 2 

3 
R Tutorial: Basic Syntax 
lesson 3 

4 
R Tutorial: Data Types 
lesson 4 

5 
R Tutorial: Variables 
lesson 5 

6 
R Tutorial: Operators 
lesson 6 

7 
R Tutorial: Decision Making 
lesson 7 

8 
R Tutorial: Loops 
lesson 8 

9 
R Tutorial: Functions 
lesson 9 

10 
R Tutorial: Strings 
lesson 10 

11 
R Tutorial: Vectors 
lesson 11 

12 
R Tutorial: Lists 
lesson 12 

13 
R Tutorial: Matrices 
lesson 13 

14 
R Tutorial: Arrays 
lesson 14 

15 
R Tutorial: Factors 
lesson 15 

16 
R Tutorial: Data Frames 
lesson 16 

17 
R Tutorial: Packages 
lesson 17 

18 
R Tutorial: Data Reshaping 
lesson 18 

19 
R Data Interfaces: R  CSV Files 
lesson 19 

20 
R Data Interfaces: R  Excel Files 
lesson 20 

21 
R Data Interfaces: R  Binary Files 
lesson 21 

22 
R Data Interfaces: R  XML Files 
lesson 22 

23 
R Data Interfaces: R  JSON Files 
lesson 23 

24 
R Data Interfaces: R  Web Data 
lesson 24 

25 
R Data Interfaces: R  Database 
lesson 25 

26 
R Charts & Graphs: R  Pie Charts 
lesson 26 

27 
R Charts & Graphs: R  Bar Charts 
lesson 27 

28 
R Charts & Graphs: R  Boxplots 
lesson 28 

29 
R Charts & Graphs: R  Histograms 
lesson 29 

30 
R Charts & Graphs: R  Line Graphs 
lesson 30 

31 
R Charts & Graphs: R  Scatterplots 
lesson 31 

32 
R Statistics Examples: R  Mean, Median & Mode 
lesson 32 

33 
R Statistics Examples: R  Linear Regression 
lesson 33 

34 
R Statistics Examples: R  Multiple Regression 
lesson 34 

35 
R Statistics Examples: R  Logistic Regression 
lesson 35 

36 
R Statistics Examples: R  Normal Distribution 
lesson 36 

37 
R Statistics Examples: R  Binomial Distribution 
lesson 37 

38 
R Statistics Examples: R  Poisson Regression 
lesson 38 

39 
R Statistics Examples: R  Analysis of Covariance 
lesson 39 

40 
R Statistics Examples: R  Time Series Analysis 
lesson 40 

41 
R Statistics Examples: R  Nonlinear Least Square 
lesson 41 

42 
R Statistics Examples: R  Decision Tree 
lesson 42 

43 
R Statistics Examples: R  Random Forest 
lesson 43 

44 
R Statistics Examples: R  Survival Analysis 
lesson 44 

45 
R Statistics Examples: R  Chi Square Tests 
lesson 45 

Stimated Required time for this course is: 20 hour 