Course curriculum

  • 1

    Getting Started

  • 2

    Environment Installation

    • Downloading and Installing R & RStudio

    • R Console Versus R Studio
  • 3

    Data Management in R

  • 4

    Examining and Managing Data Structures in R

  • 5

    Lists

    • Lists
  • 6

    Arrays

    • Arrays

    • Subsections of an Array
  • 7

    Matrices

    • Matrices

    • Naming Matrix Row and Columns

    • Calculating With Matrices
  • 8

    Data Frames

    • Introduction to Data Frames

    • Naming Variables and Observations in DF

    • Manipulating Values in DF

    • Adding and Removing Variables

    • Tibbles in R
  • 9

    Factors

    • Introduction to Factors

    • Manipulating Categorical Data with Forcats
  • 10

    Data Transformation in R

    • Introduction to Data Transformation

    • Select Columns with Select Function

    • Filtering Rows with Filter Function

    • Filtering Rows with Filter Function

    • Adding New Variables with Mutate Function

    • Grouped Summaries with Summarize Function