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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. When enriching data with Snowflake Marketplace, what role do data shares play in joining external data with existing datasets?

A) Data shares only work with Snowflake-provided datasets.
B) They limit the types of data that can be joined.
C) They restrict access to external data.
D) Data shares facilitate secure data exchange between parties.

2. How do stored procedures contribute to the efficiency of data analysis using SQL?

A) Stored procedures enable the execution of repetitive tasks, enhancing efficiency.
B) They solely facilitate basic arithmetic operations.
C) They limit data accessibility, hindering analysis.
D) Stored procedures can't be used in conjunction with user-defined functions (UDFs).

3. How do statistics and built-in functions contribute to forecasting based on data?

A) They limit forecasting to predefined models without flexibility.
B) Statistics and functions hinder the forecasting process by complicating data visualization.
C) These functions enable the creation of custom forecasting models, offering flexibility.
D) They solely aid in data aggregation for forecasting purposes.

4. What effect do row access policies have on the creation of dashboards concerning user data visibility?

A) Row access policies impact dashboard creation negatively.
B) Row access policies offer unrestricted data visibility.
C) Row access policies don't influence data visibility in dashboards.
D) They limit data visibility based on user privileges.

5. How does leveraging partition pruning optimize query performance in Snowflake?

A) Increases storage requirements for optimized query access
B) Reduces data accessibility across multiple warehouses
C) Filters unnecessary partitions during query execution
D) Limits query complexity and optimization possibilities

Solutions: