Teachers often say that you learn best when you’re having fun. While textbooks are dull, hands-on lessons tend to be much more engaging. When it comes to learning new programming languages, projects ...

This article explains how to implement Gaussian process regression (GPR) from scratch, using the C# language. Compared to other regression techniques, GPR works well with small datasets, and generates ...

Decision tree regression is a machine learning technique . To predict the output y for an input vector X, the tree structure encodes a set of if-then rules such as, "If the value of X at index [2] is ...

Transforming a dataset into one with fewer columns is more complicated than it might seem, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine learning tutorial.