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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Which actions are pertinent in identifying demographics and relationships during diagnostic analysis? (Select all that apply)

A) Analyzing statistical trends
B) Collecting related data
C) Ignoring data relationships for focused analysis
D) Examining anomalies in isolation

2. How does operationalizing data contribute to maintaining reports and dashboards for business requirements?

A) It restricts data updates, affecting dashboard accuracy.
B) It limits data accessibility, hindering dashboard usage.
C) Operationalizing data complicates dashboard sharing.
D) Operationalizing data ensures consistent and efficient usage.

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

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

4. When performing a diagnostic analysis, which actions aid in collecting related data to identify anomalies? (Select all that apply)

A) Collecting data from various sources
B) Analyzing data in isolation
C) Focusing solely on recent data for insights
D) Ignoring statistical trends for focused analysis

5. How do constraints contribute to ensuring data integrity in Snowflake?

A) Constraints enforce data uniqueness only.
B) They limit data access for users.
C) Constraints ensure data consistency and accuracy.
D) Constraints solely control data deletion.

Solutions: