Introduction to R Programming

Introduction

Course: 53 Minutes

• Course Introduction
• Installing R
• Installing RStudio
• Introduction to the R Environment
• Introduction to Control Structures
• Introduction to Basic Data Types
• Introduction to Vectors and Matrices
• Using the CRAN: Comprehensive R Archive Network
• Creating Functions
• Generating Random Values

Debugging

Course: 12 Minutes

• Debugging with Traceback and Debug
• Debugging with Browser and Recover

Data Handling

Course: 23 Minutes

• Input and Output Functions
• Importing Data from a CSV Text File
• Importing Data from an Excel Spreadsheet
• Handling Missing Data
• Using the Built-In Datasets

Basic Statistics

Course: 31 Minutes

• Computing the Mean
• Computing the Median
• Computing the Mode
• Measuring Variance and Standard Deviation
• Measuring Median Absolute Deviation
• Measuring Covariance and Correlation
• Tabulating Data

Visualizing Data

Course: 32 Minutes

• Creating Pie Charts
• Creating Bar Plots
• Creating Box Plots
• Creating Histograms
• Creating Line Plots
• Creating Scatter Plots
• Exporting Graphics

Practice: Introduction to R Programming

Course: 10 Minutes

• Exercise: Introduction to R Programming10