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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

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

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

2. What challenges might arise when handling JSON data in Snowflake using built-in functions for traversing, flattening, and nesting? (Select all that apply)

A) Difficulty in handling nested data structures
B) Complexities in parsing and querying nested JSON objects
C) Restrictions in data type conversions
D) Limitations in processing specific JSON file sizes

3. What are important factors to consider when creating tables and views in Snowflake? (Choose threE.

A) Documentation and metadata management
B) Optimization for query performance
C) Data security and access controls
D) The color of the tables and views

4. In Snowflake, what factors determine the effectiveness of using materialized views for query optimization?

A) Frequency of data updates and refresh requirements
B) Query result caching capabilities
C) Compatibility with specific BI tools only
D) Limitations in accessing historical data

5. When summarizing large data sets using Snowsight dashboards, what distinguishes them in handling complex data structures?

A) Snowsight dashboards can't handle complex data structures efficiently.
B) They limit data representation options for complex structures.
C) They simplify complex data structures for better comprehension.
D) Snowsight dashboards only present textual summaries.

Solutions: