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Big data refers to large and complex datasets that traditional data management tools cannot efficiently store or process. Its significance lies in how the data is utilized rather than just its size, and managing big data requires specialized tools like Hadoop for distributed storage and parallel processing. The document outlines the challenges of handling big data and the importance of finding effective methods to analyze it.