Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...

Dimensionality reduction is a process and technique to reduce the number of dimensions -- or features -- in a data set. The goal of dimensionality reduction is to decrease the data set's complexity by ...