Course curriculum

  • 1

    Course Introduction

    • Data_Science_Track_by_Al_Nafi

    • Data Science intro of the course

    • 1.0.Course Introduction

  • 2

    R Programming Introduction

    • 2.0.Overview of R Programming Language

  • 3

    Installation Guide

    • 3.1.Install R & RStudio

    • 3.2.Overview of RStudio

  • 4

    Version Control

    • 4.1.Version_Control_

    • 4.2.Version_Control_Software_

    • 4.3.Version_Control_Vocabulary_

    • 4.4.Signup_Github_

    • 4.4.GitHub and Git

    • 4.5.Github_Repo_

    • 4.6.Git_

    • 4.7.Link_RStudio_Git_

    • 4.7.Linking Git

    • 4.8.Commit_Push_from_RStudio_

    • 4.9.Version_Control_Conclusion_

  • 5

    Practice Exercises

    • Practice Exercises at GitHub

    • 5.0.Practice_Exercises_

  • 6

    Group Learning and Q/A Community

    • Group Learning and Q/A Community

  • 7

    Data Types and Basic Operations I

    • 5.1.Objects_&_Numbers_

    • 5.2.Attributes_&_Evaluation_

    • 5.3.Vectors_&_Corecion_

    • 5.4.Matrices_

    • 5.5.Binding_&_List_

    • 5.6.Factors_

    • 5.7.Missing_Values_

    • 5.8.DataFrame_

    • 5.9.Object_Names_

    • 5.10.Summary_

  • 8

    Getting Help in R

    • 6.1.Getting_Help_

  • 9

    Data Types and Basic Operations II

    • 7.1.Subset_Vector_Matrix_

    • 7.2.Subset_Lists_

    • 7.3.NA_Values_

  • 10

    Control Structures

    • 8.1.Control_Structures_If-else_

    • 8.2.Control_Structures_For_Loop_

    • 8.3.Control_Structures_While_Loop_

  • 11

    Functions

    • 9.Functions_

  • 12

    Coding Standards

    • 10.Coding_Standards_

  • 13

    Vectorized Operations

    • 11. Vectorized_Operations_

  • 14

    Date and Time

    • 12.Date_Time_

  • 15

    Loop Functions

    • 13.1.Loop_lappy_

    • 13.2.Loop_sappy_

    • 13.3.Loop_appy_

    • 13.4.Loop_tappy_

    • 13.5.Loop_Summary_

  • 16

    Data Split

    • 14.Split_Data_

  • 17

    Course Conclusion

    • 15.Course_Conclusion_

  • 18

    Resources

    • R Programming

  • 19

    Solution Link Submission

    • Solution Link Submission