R في هذة الدورة سوف نتعلم اساسيات لغة

وأيضا سوف نتعلم كيفية التعامل مع أنواع البيانات المختلفة وكيفية استيراد وتصدير البيانات وتحليلها

Course Content:

1- What Is R

2- Install R and RStudio

3- Variables in R

4- Functions in R

5- Vectors and vector operations in R

6- Creating Matrices in R

7- Indexing and Slicing Matrices in R

8- Matrices Operations in R

9- Matrices Dot Product in R

10- Categorical Data

11- Creating Factors in R

12- Creating Lists in R

13- Indexing Lists using Names

14- Relational Operators in R

15- Logical Operators in R

16- Conditional Statements in R

17- For Loop in R

18- While Loop in R

19- Repeat Loop in R

20- Data frames in R

21- Creating Data frames in R

22- Install tidyverse packages

23- Importing Data in R

24- Exporting Data in R

25- Slicing and Indexing Data frames in R

26- Extending Data frames in R

27- Filter and Select Data from Data frames in R

28- Mutate() and Transmute() Functions in R

29- Arrange and Group By Funcitons in R

30- Sample Data from Data frames in R

31- Using pipe operator in R

32- Tidying Data using pivot_longer() Function in R

33- Tidying Data using separate() Function in R

34- Tidying Data using unite() Function in R

35- Tidying Data using spread() Function in R

36- Dealing with Missing Data in R