A movie streaming service is receiving millions of user data that are stored in Amazon Neptune. The data contains information about demographics, user interactions, streaming history, and movie ratings. A Machine Learning Specialist has been tasked to improve user experience by building a model that gives movie recommendations as well as identify customer shopping patterns, trends, and preferences. Which approach should the Specialist take?