Machine Learning Recipes #1: A Classifier in Six Lines of Python

HN commenters recommend it as an approachable first step into machine learning for programmers, with an apples-vs-oranges classifier.

The first episode of Google's Machine Learning Recipes series. It introduces machine learning and builds a first supervised-learning classifier in about six lines of Python using scikit-learn.