Cambridge University Press Deep Learning Recommender Systems - Cambridge University Press

Recommender systems are a fundamental part of modern life and serve as a primary monetization channel for major internet technology companies. This book provides a comprehensive guide for graduate students, researchers, and practitioners looking to master this cutting-edge field. By reading this text, you will develop the practical skills and deep understanding necessary to advance your career in recommendation technology. The content covers the applications of deep learning and generative AI specifically for recommendation models. Beyond theoretical concepts, the book focuses on the actual industry architecture used to deploy these systems. You will also find detailed discussions regarding the implementation solutions used by major companies, helping you bridge the gap between academic theory and real-world industrial application.