machine-learning-basics

"Machine learning" gets used as a synonym for "deep learning" so often that people assume every prediction problem needs a neural network, a GPU, and a few thousand dollars of cloud compute. Most of the time it doesn't. One of the most useful tools in the entire field is something you can explain on a napkin: the regression tree.