Image copyright: Princeton University Press Hardcover Princeton University Press Errata Full preprint as PDF Problem sets (pdf) Table of contents Preface Acknowledgments Introduction (PDF) Fundamentals of prediction (PDF) Supervised learning (PDF) Representations and features (PDF) Optimization (PDF) Generalization (PDF) Deep learning (PDF) Datasets (PDF) Causality (PDF) Causal inference in practice (PDF) Sequential decision making and dynamic programming (PDF) Reinforcement learning (PDF) Epilo...