This repository contains the Python source code for a textbook teaching machine learning techniques applied to finance. The code covers ML algorithms implemented in Jupyter Notebooks for financial applications such as prediction, classification, and risk modeling in trading contexts. The materials include setup instructions and chapter-specific notebooks.