Course curriculum

  • 1

    Why You Should Learn R Programming Language?

  • 2

    Environment Installation

    • R and R Studio Installation

    • Installation and Hands-On Experience

    • R Console Versus R Studio
  • 3

    Basic Syntax

  • 4

    Data Types in R

  • 5

    Operators and Functions

    • Operators in R

    • Flowcharts

    • Loops and Strings

    • Functions
  • 6

    R Packages

    • Managing R Packages
  • 7

    Data Management in R

    • Getting Data into R

    • Data Manipulation

    • Graphs and Charts
  • 8

    Computation and Statistics

    • Simple Math Functions

    • Normal Probability Distribution

    • Correlation

    • Paired T-Test

    • Linear Regression

    • Multiple Regression

    • Decision Trees

    • Chi Square tests
  • 9

    Experiential Learning

    • Learn with Real Examples - Experiential learning 1

    • Learn with Real Examples - Experiential learning 2

    • Learn with Real Examples - Experiential learning 3