This repository contains a Chinese translation of the book ‘Feature Engineering for Machine Learning’. It covers essential techniques for preparing raw data for machine learning models, including text feature extraction with TF-IDF, dimensionality reduction with PCA, categorical encoding, and introduction to image features and deep learning. The book serves as a practical guide for data scientists and ML practitioners.