A Netflix movie recommendation system uses machine learning to suggest films based on user history, ratings, and preferences. It applies collaborative filtering, content-based methods, and hybrid models to identify patterns. By analyzing genres, casts, and behaviors, it delivers personalized suggestions, saving time and enhancing user engagement with tailored entertainment choices.