DAA-C01 exam dumps

Snowflake DAA-C01 Value Package

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  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • No. of Questions: 67 Questions and Answers
  • Updated: Sep 15, 2026

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  • Total Questions: 67
  • Updated on: Sep 15, 2026
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  • Total Questions: 67
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  • Total Questions: 67
  • Updated on: Sep 15, 2026
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Snowflake DAA-C01 Exam Syllabus Topics:

SectionObjectives
Data Loading and Unloading- Data export
  • 1. UNLOAD and external stages
    - Data ingestion methods
    • 1. COPY INTO and bulk loading
      • 2. Continuous ingestion and Snowpipe concepts
        Data Modeling and Performance Optimization- Performance tuning
        • 1. Clustering and pruning techniques
          • 2. Warehouse sizing and auto-suspend/auto-resume
            - Modeling approaches in Snowflake
            • 1. Data normalization vs denormalization
              • 2. Star and snowflake schemas
                Security, Governance, and Data Sharing- Access control and security
                • 1. Role-based access control (RBAC)
                  • 2. Authentication and encryption concepts
                    - Data sharing and governance
                    • 1. Secure data sharing
                      • 2. Data masking and policies
                        Snowflake Architecture and Data Platform Fundamentals- Data platform fundamentals
                        • 1. Data lifecycle in Snowflake
                          • 2. Separation of storage and compute
                            - Snowflake architecture concepts
                            • 1. Virtual warehouses and scaling
                              • 2. Cloud services layer, compute layer, storage layer
                                Data Transformation and Analysis- SQL-based transformations
                                • 1. Joins, aggregations, window functions
                                  • 2. Semi-structured data (VARIANT, JSON, XML)
                                    - Analytical workloads
                                    • 1. Materialized views and caching
                                      • 2. Query optimization for analytics

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        While loading data into Snowflake using named file formats, a file format defined in which location has precedence?

                                        • A. The stage definition
                                        • B. The schema definition
                                        • C. The table definition
                                        • D. The COPY INTO statement
                                        Reveal Solution  Discussion  0

                                        Correct Answer: D  🗳️

                                        Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).

                                        What does the "SQL keyword" refer to in the context of adding filters to a worksheet?

                                        • A. The table name containing the static filter "key" values
                                        • B. The name of a User-Defined Function (UDF) used to define the filter "key" values
                                        • C. The name of the function used to generate the filter
                                        • D. The filter name to be inserted into queries
                                        Reveal Solution  Discussion  0

                                        Correct Answer: D  🗳️

                                        Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).

                                        A Data Analyst created two tables that are related by a foreign key, using the following commands:

                                        Then the Analyst renamed the referenced table using the following command: ALTER TABLE mother RENAME TO father; What happens to the foreign key after the referenced table is renamed?

                                        • A. The foreign key will not be used during the query rewrite.
                                        • B. The foreign key is updated to reference the renamed table.
                                        • C. The foreign key is dropped because the reference is no longer valid.
                                        • D. The foreign key becomes invalid because the referenced table no longer exists.
                                        Reveal Solution  Discussion  0

                                        Correct Answer: B  🗳️

                                        Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).

                                        A Data Analyst needs to create a custom filter called state in a Snowflake dashboard using a SQL query.
                                        Which query will include this custom filter?

                                        • A. select avg(total_income), state from taxpayer_wages group by state having state = 'state';
                                        • B. select avg(total_income), state from taxpayer_wages group by state having state = state;
                                        • C. select avg(total_income), state from taxpayer_wages group by state having state = :state;
                                        • D. select avg(total_income), state from taxpayer_wages group by state having state = @state;
                                        Reveal Solution  Discussion  0

                                        Correct Answer: C  🗳️

                                        Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).

                                        A Data Analyst created a cost overview dashboard in Snowsight. Management has asked for a system date filter to easily change the time period and refresh the data in all dashboard tiles with a single filter selection.
                                        The system date filter is shown below:

                                        The Analyst wants to apply the filter onto individual dashboard components.
                                        Adding which where clause to the queries will apply the filter as required?

                                        • A. Where start_time >= dateadd('days', -7, CURRENT_TIMESTAMP())
                                        • B. Where start_time = :date_filter
                                        • C. Where start_time = :daterange
                                        • D. Where start_time >= dateadd('days', -7, SYSDATE())
                                        Reveal Solution  Discussion  0

                                        Correct Answer: C  🗳️

                                        Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).


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