Snowflake SnowPro Certification Practice Test 2025 – Complete Exam Prep Guide

The choice indicating that Cloud Services provides Security Management, Metadata Management, and Query Optimization is correct because these elements are integral to the operation and efficiency of services in a cloud data platform like Snowflake.

Security Management is crucial as it encompasses the controls and practices used to protect data, manage access, and ensure compliance with regulations. This is a fundamental aspect of any cloud service, ensuring that sensitive information is secured against unauthorized access.

Metadata Management involves handling the data about data, which is vital for effective data governance and usability. In Snowflake, it helps in tracking data lineage, defining data relationships, and enhancing data discoverability. This allows organizations to leverage their data more effectively while maintaining accurate and useful records.

Query Optimization relates to the performance of database queries, enabling the service to execute them efficiently and effectively. Snowflake’s architecture allows for automatic optimization of queries to enhance speed and lower resource consumption, which is key for maintaining performance in a cloud environment where resource management is critical.

Other options include components that pertain to data management and analytics but do not align with the primary services provided under Cloud Services in Snowflake's context. For instance, while Infrastructure Management is important, it falls under a different layer of services rather than directly under Cloud Services as articulated.