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Big Data Analytics leverages massive datasets to deliver actionable insights and drive business decisions. Defined by the 5Vs—Volume, Velocity, Variety, Veracity, and Value—it is vital in industries like healthcare, finance, and retail. This guide covers key concepts, real-world applications, and technologies like Hadoop, Spark, and Flink that power modern data processing and analysis.