This post gives an overview of packages (and functions within those packages) one can use to conduct machine learning techniques. A lot of this material is drawn from the fourth edition of the textbook Introduction to Statistical Learning.
- Linear regression
- Decision trees
- Support Vector Machines
- Unsupervised learning
Subsequent posts will elaborate on these in more detail.