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

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

2. A key aspect of performing exploratory ad-hoc analyses is:

A) Relying solely on predefined hypotheses
B) Following a strict data model
C) Limiting data sources
D) Flexibility in querying and data exploration

3. When connecting BI tools to Snowflake for dashboard creation, what factors need to be considered for seamless integration? (Select all that apply)

A) Compatibility of BI tool with Snowflake
B) Availability of a Snowflake account only
C) Network latency between BI tool and Snowflake
D) Data encryption requirements

4. When manipulating data in Snowflake, what distinguishes aggregate functions from analytic functions?

A) Analytic functions operate on individual rows within a partition
B) Aggregate functions work on entire datasets
C) Analytic functions return single calculated values
D) Aggregate functions handle distinct value sets only

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

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

Solutions: