Databricks’ innovative Lakehouse platform represents a significant evolution in data management, effectively combining the flexibility of data lakes with the governance of data warehouses. It facilitates organizations to design a centralized data repository, supporting both analytics and advanced artificial intelligence workloads. The methodology