In the age of information overload, personalized recommendations have become an integral part of our online experience. From Netflix suggesting your next binge-worthy series to Amazon recommending products you might like, recommender systems are at work behind the scenes. As a data analyst, understanding how these systems operate can unlock new insights into user behavior and help businesses thrive in the digital landscape.