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This article explores the process of migrating big data platforms to Google Cloud BigQuery, which offers enhanced scalability, elasticity, and security. Various approaches exist for big data migration, and the ideal approach depends on the specific needs and requirements of each organization. Data platform migration to the cloud offers numerous benefits, including improved scalability, cost savings, and enhanced security. Organizations can leverage different approaches, such as the lift-and-shift approach, the re-architecture approach, and the hybrid approach.