Chapter 16
More Than Ten Packages for Your R Projects
IN THIS CHAPTER
Machine learning packages
Database packages
Packages for maps and images
Text analysis packages
The projects I walk you through in this book are vehicles for sharpening your R skill set. These projects depend on R packages specialized for the topics I cover. In this chapter, I tell you about some packages that can serve as the foundation for additional projects, and for further honing your R skills.
These packages address subject areas I cover in this book, and one area that I don’t.
Machine Learning
The goal of the caret
package is to make it easy for you to work with machine learning. Consistent with R formula notation, its simple syntax connects with a huge array of machine learning methods. Additionally, the package offers a number of data sets to try them out on. If I were writing a book about the gamut of machine learning, I'd include this package. (In fact, it might cover only this package.)
As its name implies, the neuralnet
package is all about neural networks. It goes beyond nnet
(the package that ...
Get R Projects For Dummies now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.