Predictive Analytics with Python: Build Production-Ready Predictive Models with Polars, Pandera, Scikit-Learn, XGBoost, MLflow, FastAPI, Docker, and Python

Data Science Finds the Signal. Engineering Turns It into Business Value.

Moving a model from a Jupyter Notebook to a production system requires engineering discipline, not just data science skills. Predictive Analytics with Python is the definitive guide for the engineering-first era of data science, helping you transition from fragile notebook workflows to resilient, production-ready predictive sy...