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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. When maintaining reports and dashboards, why is it crucial to build automated and repeatable tasks?

A) Repeatable tasks hinder data updates in dashboards.
B) Automated tasks reduce manual efforts, ensuring consistency.
C) They ensure inconsistency in reports and dashboards.
D) Automated tasks increase the complexity of dashboard management.

2. When summarizing large data sets using Snowsight dashboards, how do they facilitate exploratory analysis?

A) Snowsight dashboards limit data representation options for large data sets.
B) They can't efficiently handle large data sets for summarization.
C) They offer detailed textual summaries instead of visual representations.
D) Snowsight dashboards provide visual representations aiding in quick comprehension.

3. How do stored procedures contribute to data analysis efficiency in SQL compared to UDFs?

A) They enable the execution of repetitive tasks, enhancing efficiency.
B) Stored procedures hinder customization in data operations.
C) UDFs enhance query performance more effectively than stored procedures.
D) Stored procedures allow limited data accessibility for improved security.

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

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

5. How do row access policies and Dynamic Data Masking affect the creation and maintenance of reports and dashboards?

A) They offer unrestricted data visibility for all users.
B) Both policies restrict data visibility for better security.
C) Dynamic Data Masking doesn't influence dashboard creation.
D) Row access policies limit data visibility based on user privileges.

Solutions: