Data lakehouse is a modern data architecture that combines the flexibility and scalability of a data lake with the management and optimization features of a data warehouse. This hybrid approach allows organizations to store large volumes of raw data in its native format while also enabling structured data management and high-performance analytics. Data lakehouses support diverse data types and advanced analytical processes, such as machine learning and real-time data processing, providing a unified platform for both data engineers and analysts. By integrating the strengths of data lakes and data warehouses, data lakehouses offer a versatile and efficient solution for comprehensive data management and analysis.