Free Practice Snowflake SnowPro-Advanced-Data-Engineer Exam Questions 2025

Streams cannot be created to query change data on which of the following objects? [Select All that Apply]

Snowflake computes and adds partitions based on the defined partition column expressions when an external table metadata is refreshed. What are the Correct Statements to configure Partition metadata refresh in case of External Tables?

For a business group, you need to create a table with customer demography data in snowflake. Business users will need to do both range and equality searches on the table. Which of the below techniques will you use to speed up the queries.

While using kafka connector, what charges are applied to your account?

For a particular business group, number of concurrent users are large but do not fluctuate. These users run queries on snowflake and expects extremely low latency response. The queries are all standard and same and need to be served from the result cache to meet the low latency requirement. Which of the below option will you choose?