Integrated Development Environments
HOUR 3: Single-Mode Data Structures
Relationship Between Single-Mode Data Objects
HOUR 4: Multi-Mode Data Structures
HOUR 5: Dates, Times, and Factors
HOUR 6: Common R Utility Functions
HOUR 7: Writing Functions: Part I
HOUR 8: Writing Functions: Part II
The “apply” Family of Functions
HOUR 10: Importing and Exporting
HOUR 11: Data Manipulation and Transformation
HOUR 12: Efficient Data Handling in R
dplyr: A New Way of Handling Data
Efficient Data Handling with data.table
HOUR 14: The ggplot2 Package for Graphics
The History of Trellis Graphics
Creating a Simple Lattice Graph
HOUR 16: Introduction to R Models and Object Orientation
Automated Documentation with roxygen2
Building a Package with devtools
HOUR 20: Advanced Package Building