The data lakehouse, combines the best features of a data lake and a data warehouse. Students will learn how to build and maintain a data lakehouse using modern big data technologies such as Apache Spark, and Azure Synapse Analytics. They will also explore how to integrate and query various types of data, including structured, semi-structured, and unstructured data. Additionally, the course may cover data governance, security, and privacy considerations in a data lakehouse environment. By the end of the course, students will have the knowledge and skills to design and implement a scalable and efficient data lakehouse solution that can meet the needs of modern data-driven organizations.