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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

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

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

2. Why is the Parquet format preferred for complex data sets?

A) It randomly alters data for testing
B) It supports efficient compression and encoding schemes
C) It has visually appealing data presentation
D) It changes data colors for differentiation

3. When automating data processing, what significance do logging and monitoring solutions hold in ensuring seamless operations?

A) They restrict access to processed data.
B) These solutions have no impact on data processing.
C) Logging and monitoring solutions aid in identifying processing bottlenecks.
D) They solely monitor system performance.

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

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

5. Identify the correct action involved in performing an exploratory ad-hoc analysis.

A) Focusing on established trends without investigating anomalies
B) Relying solely on predefined queries without exploration
C) Analyzing only a small fraction of the available data
D) Utilizing ad-hoc queries to examine patterns and anomalies

Solutions: