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Snowflake SnowPro Advanced: Data Analyst Certification : DAA-C01

DAA-C01

Exam Code: DAA-C01

Exam Name: SnowPro Advanced: Data Analyst Certification Exam

Updated: Aug 16, 2026

Q & A: 67 Questions and Answers

DAA-C01 Free Demo download

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Snowflake DAA-C01 Exam Syllabus Topics:

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

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        1. A Data Analyst needs to generate a graphic that will identify any natural clusters in a data set containing details about completed orders. Which Snowsight chart should be used?

                                        A) Heat grid
                                        B) Line chart
                                        C) Bar chart
                                        D) Scatter plot


                                        2. Table TB_A with column COL_B contains an ARRAY. Which statement will select the last element of the ARRAY?

                                        A) SELECT LAST_VALUE(COL_B) FROM TB_A;
                                        B) SELECT COL_B[ARRAY_SIZE(COL_B)] FROM TB_A;
                                        C) SELECT COL_B[-1] FROM TB_A;
                                        D) SELECT GET(COL_B, ARRAY_SIZE(COL_B)-1) FROM TB_A;


                                        3. A Data Analyst needs to add address details based on a customer's latitude and longitude to a customer sales database. The Analyst found a free Worldwide Address Data listing on the Snowflake Marketplace. The ACCOUNTADMIN placed the data set into a new database called ADDRESS_DATA. The Data Analyst needs to join the ADDRESS_DATA.OPENADDRESS table with the ORDERS table which is stored in the GLOBAL_DWH database. The combined data set needs to be created as a view. How can this be achieved?

                                        A) Create a view in the GLOBAL_DWH database.
                                        B) Create a view in the ADDRESS_DATA database.
                                        C) Create a new schema called ENRICHED in the ADDRESS_DATA database and create this view in the ENRICHED schema.
                                        D) Ask the ACCOUNTADMIN to grant the Data Analyst the IMPORTED_PRIVILEGES on the ADDRESS_DATA database and then create a view in the ADDRESS_DATA database.


                                        4. The following code is run:

                                        Then this statement is executed:

                                        What will be the output of this statement?

                                        A)

                                        B)

                                        C)

                                        D)


                                        5. What functionalities are available when a Snowflake worksheet is shared with other users? (Select TWO).

                                        A) If the worksheet is being edited, the collaborators will be able to see these edits in real-time.
                                        B) Whenever a user with permissions runs a worksheet, the existing version history of the worksheet will be overwritten.
                                        C) If multiple users edit and run a shared worksheet at the same time, each run of the worksheet will create a new version.
                                        D) Collaborators can share the worksheet across Snowflake accounts.
                                        E) Users with edit permissions can view past versions of the worksheet.


                                        Solutions:

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

                                        DAA-C01 Related Exams
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                                        DSA-C03 - SnowPro Advanced: Data Scientist Certification Exam
                                        DEA-C01 - SnowPro Advanced: Data Engineer Certification Exam
                                        DEA-C02 - SnowPro Advanced: Data Engineer (DEA-C02)
                                        SOL-C01 - Snowflake Certified SnowPro Associate - Platform Certification
                                        Related Certifications
                                        SnowPro Advanced Certification
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