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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. How do partitioning strategies impact query performance and data storage efficiency in Snowflake?

A) Partitioning improves query planning only
B) Enhances query performance and reduces storage requirements
C) Reduces query performance and increases storage requirements
D) Limits data access for specific user roles

2. Which statement accurately describes the use of regular views in data analysis?

A) They simplify complex data structures, aiding ease of analysis.
B) Regular views limit data accessibility for improved security.
C) Regular views are exclusively used for administrative tasks.
D) Regular views offer real-time updates to reflect instantaneous database changes.

3. When using Data Vault modeling techniques in Snowflake, what advantages do they offer over other modeling approaches for certain use-cases?

A) Reduces data access control for user roles
B) Restricts data transformation possibilities
C) Limits support for different data types
D) Simplifies data integration and accommodates rapid changes

4. What critical role do user-defined functions (UDFs) play in SQL for advanced data analysis?

A) UDFs only handle basic data manipulation tasks.
B) UDFs hinder query optimization in SQL.
C) They enable customized operations on data, extending SQL functionalities.
D) UDFs are limited to specific data types.

5. How does enriching data through Snowflake Marketplace benefit data analysis? (Select all that apply)

A) Facilitates better data quality
B) Supports better data normalization
C) Increases data redundancy
D) Expands data sources for correlation

Solutions: