In the context of preparing and processing data for machine learning models, data governance is crucial for ensuring the integrity and reliability of the models. Considering a scenario where a company is deploying ML models to predict customer behavior, which of the following best describes the role of data governance in this process? (Choose one correct option)

Real Exam

It ensures that data is not used for analysis, thereby protecting customer privacy.

0.0%

It significantly increases the time required for data collection and processing, without adding value.

0.0%

It defines and enforces policies, standards, and procedures for data management and usage, ensuring data quality and compliance.

100.0%

It removes the necessity for any form of data preprocessing, making the data ready for immediate use.

0.0%

Google Professional Machine Learning Engineer