Databricks Data Engineering Professional Practice Exam 2025 - Free Data Engineering Practice Questions and Study Guide

Storing all data in external Delta Lake tables enables organizations to facilitate better collaboration across teams through defined governance. Delta Lake provides features like ACID transactions, scalable metadata handling, and time travel capabilities. These features help establish a clear governance framework for managing data, which is crucial when multiple teams interact with the same datasets.

With defined governance, organizations can enforce data access controls, maintain data quality, and keep track of changes in data over time. This promotes transparency and trust among teams, allowing them to collaborate more effectively as they can rely on consistent data and agreed-upon processes for data handling.

The other options, while they may seem related, do not emphasize the critical aspect of collaboration through governance. For instance, increasing speed for data transformation tasks is more about performance optimization rather than collaboration, and simplifying the development of data pipelines is focused on process efficiency rather than team interaction. The option about transferring data more frequently to cloud storage does not relate to the collaborative benefits provided by Delta Lake's framework.