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DAA-C01
  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • Updated: Aug 05, 2026
  • No. of Questions: 67 Questions and Answers
  • Download Limit: Unlimited
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Snowflake DAA-C01 Exam Syllabus Topics:

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

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

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

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


                                        2. Given the following data:

                                        This SELECT statement is executed:

                                        What will be the result?

                                        A) 1.84
                                        B) 1.8
                                        C) 2.0
                                        D) 200


                                        3. A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:

                                        Why is the query failing?

                                        A) INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
                                        B) The current database context must be changed to SNOWFLAKE.
                                        C) DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
                                        D) The query must be executed by a user with the ACCOUNTADMIN role.


                                        4. A Data Analyst wants to use pandas code they have previously written to process a column of text and return multiple rows of parsed output for each input value. The Analyst wants to be able to join these results with other tables in a single transaction. Which type of extensibility feature should the Analyst use?

                                        A) Stored procedure
                                        B) User-Defined Function (UDF)
                                        C) External function
                                        D) Vectorized User-Defined Table Function (UDTF)


                                        5. A Data Analyst executes a complex query. Which query will allow the Analyst to access the results a second time?

                                        A) SELECT * FROM TABLE(INFORMATION_SCHEMA.QUERY_HISTORY());
                                        B) SELECT * FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
                                        C) SELECT LAST_QUERY_ID(-1);
                                        D) DESC RESULT LAST_QUERY_ID();


                                        Solutions:

                                        Question # 1
                                        Answer: A
                                        Question # 2
                                        Answer: C
                                        Question # 3
                                        Answer: B
                                        Question # 4
                                        Answer: D
                                        Question # 5
                                        Answer: B

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