SnowPro DAA-C01 Snowflake Certified SnowPro Advanced – Data Analyst Online Training
SnowPro DAA-C01 Online Training
The questions for DAA-C01 were last updated at Nov 01,2025.
- Exam Code: DAA-C01
- Exam Name: Snowflake Certified SnowPro Advanced - Data Analyst
- Certification Provider: SnowPro
- Latest update: Nov 01,2025
How does enriching data through Snowflake Marketplace benefit data analysis? (Select all that apply)
- A . Increases data redundancy
- B . Expands data sources for correlation
- C . Supports better data normalization
- D . Facilitates better data quality
What distinguishes Materialized views from Secure views in the context of data analysis?
- A . Secure views provide a precomputed snapshot of data, unlike Materialized views.
- B . Materialized views restrict data access for security purposes, unlike Secure views.
- C . Materialized views enhance data security, while Secure views offer improved query performance.
- D . Secure views provide enhanced data security without precomputing data.
What attributes of the Query Profile are typically assessed to understand query performance in Snowflake?
- A . Query history and user access logs
- B . Execution time and query complexity
- C . Number of user sessions and database objects accessed
- D . Hardware configuration and system resources
Which considerations are part of best practice for ensuring data integrity structures in Snowflake? (Select all that apply)
- A . Establishing parent-child table joins
- B . Ensuring data normalization
- C . Implementing redundant constraints
- D . Using primary keys for tables
When customizing data presentations in dashboards using filtering and editing techniques, what advantages do these methods offer? (Select all that apply)
- A . Enhanced data accuracy
- B . Limited data exploration
- C . Improved data relevancy
- D . Simplified data representation
How do materialized views differ from regular views in the context of data analysis?
- A . Regular views provide a persisted snapshot of data, unlike materialized views.
- B . Materialized views restrict data accessibility compared to regular views.
- C . Regular views offer precomputed snapshots, differentiating them from materialized views.
- D . Materialized views simplify complex data structures for ease of analysis, unlike regular views.
In Snowflake, how do window functions differ from table functions?
- A . Window functions modify table structures.
- B . Window functions work on entire tables.
- C . Table functions return tables as results.
- D . Table functions operate on windowed rows.
When evaluating and selecting data for building dashboards, what factors should be considered for ensuring data relevance and usefulness? (Select all that apply)
- A . Ignoring data complexities for simplicity in visualization
- B . Evaluating data based on business requirements
- C . Including all available data for comprehensive visualization
- D . Filtering data based on irrelevant attributes
In Snowflake, what factors determine the effectiveness of using materialized views for query optimization?
- A . Limitations in accessing historical data
- B . Compatibility with specific BI tools only
- C . Query result caching capabilities
- D . Frequency of data updates and refresh requirements
Which statement accurately describes the use of regular views in data analysis?
- A . Regular views are exclusively used for administrative tasks.
- B . Regular views limit data accessibility for improved security.
- C . They simplify complex data structures, aiding ease of analysis.
- D . Regular views offer real-time updates to reflect instantaneous database changes.
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