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Our workshop, “Building Agile Data Foundations for Data Mesh & Generative AI,” is designed to provide participants with the skills necessary for implementing Data Mesh and leveraging GenAI. Centered around the Data Vault 2.0 methodology, it teaches a flexible and scalable approach to data modeling, essential for adapting to the evolving needs of GenAI and Data Mesh frameworks. This approach is not only crucial for managing complex data systems but also for powering robust and safe LLM applications. While the concepts are demonstrated on Google Cloud Platform, they are applicable across various cloud platforms, underscoring the versatility of Data Vault 2.0. Participants will also gain practical experience with dbt (data build tool), learning to create agile, maintainable data transformations. This workshop equips attendees with the knowledge to effectively manage complex data systems and develop powerful LLM applications, crucial for thriving in a data-driven future.

Objectives

  • Gain knowledge and skills necessary to apply Data Vault 2.0 methodology to power GenAI applications
  • Implement Data Mesh architectures

Agenda

13:30 – 14:00 Data Mesh and GenAI
14:00 – 14:30 Data Vault 2.0
14:30 – 15:00 dbt
15:00 – 15:30 Break
15:30 – 16:00 Setting up the working environment
16:00 – 16:45 Solving challenges to build Data Vault 2.0
16:45 – 17:00 Conclusion

Organizers