Databricks Certified Data Engineer - Associate

Databricks Certified Data Engineer - Associate

Get started today

Ultimate access to all questions.


An organization is transitioning from a traditional data warehouse and a data lake to a more unified analytics platform using Databricks. They are facing challenges with data quality, governance, and the ability to perform advanced analytics across all data types. The organization requires a solution that not only addresses these challenges but also supports ACID transactions, schema enforcement, and fine-grained governance to ensure high-quality analytics. Considering the need for scalability, flexibility, and cost-effectiveness, which of the following options best describes the architecture that meets these requirements? (Choose one correct option)