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Amazon EMR (Elastic MapReduce) clusters are managed computing environments that make it easy to run large-scale data processing jobs using Apache Spark, Hadoop, or other open-source frameworks. You can use them to process massive datasets for analytics tasks, machine learning, or other big data applications, without having to manage the underlying infrastructure yourself. Amazon handles the setup, scaling, and maintenance, allowing you to focus on your data and your application.