This repository provides all the code samples and examples from the published book on building machine learning systems with Python. It covers practical implementations of common ML algorithms including classification, regression, clustering, and dimensionality reduction. The code corresponds to the second edition published in 2015 and is organized by chapters matching the book’s structure.