Cloud migration is a growing trend with significant challenges, including poor data quality. To ensure successful cloud migration, businesses should follow best practices such as conducting thorough data audits, prioritizing critical data, involving key stakeholders in validation, and maintaining robust documentation. Careful planning, mapping of data, running test migrations, and choosing the right migration strategy are essential steps to minimize risks. Post-migration validation helps maintain data integrity and smooth cloud integration.