Snowflake DAA-C01 - SnowPro Advanced: Data Analyst Certification Exam

Snowflake DAA-C01 Actual PDF
  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • Updated: Sep 03, 2026
  • Q & A: 67 Questions and Answers
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Snowflake DAA-C01 Exam Syllabus Topics:

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

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        Question 1

                                        A Data Analyst has created a custom filter called branch_region on a Snowflake dashboard. The filter contains a list of regions where the company has stores. How should the filter be referenced in dashboard queries?

                                        A. ::branch_region
                                        B. %branch_region
                                        C. $branch_region
                                        D. :branch_region


                                        Question 2

                                        This command was executed:
                                        SQL
                                        SELECT seq4(), uniform(1, 10, RANDOM(12))
                                        FROM TABLE(GENERATOR(TIMELIMIT => NULL))
                                        ORDER BY 1;
                                        How many rows will be generated?

                                        A. 12
                                        B. An infinite number
                                        C. 0
                                        D. 10


                                        Question 3

                                        Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?

                                        A. Materialized view
                                        B. User-Defined Function (UDF)
                                        C. Common Table Expressions (CTE)
                                        D. Stored procedure


                                        Question 4

                                        A Data Analyst needs to rotate a table by transforming a wide table's columns into rows.

                                        Which operator will be MOST beneficial for producing this output?

                                        A. EXCEPT
                                        B. INTERSECT
                                        C. UNPIVOT
                                        D. PIVOT


                                        Question 5

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

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


                                        Solutions:

                                        Question 1
                                        Answer: D
                                        Question 2
                                        Answer: C
                                        Question 3
                                        Answer: D
                                        Question 4
                                        Answer: C
                                        Question 5
                                        Answer: C

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