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In this 26-minute conference talk from DSC EUROPE 24, learn actionable insights for managing data migration projects with a focus on smooth transitions to public or hybrid clouds. Discover key lessons from multiple migrations, including strategies for addressing common challenges and optimizing costs. Explore methods for accelerating data analysts' transition to self-service infrastructure and approaches for upskilling data scientists through targeted training initiatives. Understand the critical importance of implementing audit logs, ensuring GDPR compliance, and maintaining data security throughout the migration process. Examine how MLOps tools and processes can enhance data science workflows and gain guidance on selecting tools based on team skill sets. Find out why "lift and shift" migration strategies aren't always optimal and learn about potential risks of vendor lock-in. Gain valuable strategies designed for CTOs, CDOs, and data leaders to streamline migration processes, presented by Marcin Szymaniuk at the Data Science Conference in Belgrade.
