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The Role of Machine Learning in Recommender Systems

Introduction In recent years, recommender systems have become an integral part of our daily lives. From online shopping platforms to streaming services, these systems play a crucial role in helping users discover new products, movies, music, and more. With the exponential growth of available data and the increasing complexity of user preferences, traditional rule-based recommender systems have faced limitations in providing accurate and personalized recommendations.