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

DAA-C01

Exam Code: DAA-C01

Exam Name: SnowPro Advanced: Data Analyst Certification Exam

Updated: Aug 25, 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. Role-based access control (RBAC)
        • 2. Authentication and encryption concepts
          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
                  Data Modeling and Performance Optimization- Modeling approaches in Snowflake
                  • 1. Star and snowflake schemas
                    • 2. Data normalization vs denormalization
                      - Performance tuning
                      • 1. Warehouse sizing and auto-suspend/auto-resume
                        • 2. Clustering and pruning techniques
                          Snowflake Architecture and Data Platform Fundamentals- Snowflake architecture concepts
                          • 1. Cloud services layer, compute layer, storage layer
                            • 2. Virtual warehouses and scaling
                              - Data platform fundamentals
                              • 1. Data lifecycle in Snowflake
                                • 2. Separation of storage and compute
                                  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

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        1. A Data Analyst needs to temporarily hide a tile in a dashboard. The data will need to be available in the future, and additional data may be added. Which tile should be used?

                                        A) Unplace
                                        B) Duplicate
                                        C) Show/Hide
                                        D) Delete


                                        2. A Data Analyst executes a query in a Snowflake worksheet that returns the total number of daily sales, and the total amount for each sale. How can the Analyst check the distribution of the total amount, without running the query again?

                                        A) Go to Chart and select a histogram that includes the two variables.
                                        B) Go to Chart and select a bar chart that contains the two variables.
                                        C) Click on the column header in the results and review the histogram.
                                        D) Call the WIDTH_BUCKET function.


                                        3. A Data Analyst has been asked to predict sales revenue through the end of the year. Which function will provide this information?

                                        A) REGR_SLOPE
                                        B) VARIANCE
                                        C) CORR
                                        D) COVAR_SAMP


                                        4. 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) 0
                                        C) An infinite number
                                        D) 10


                                        5. A Data Analyst needs a sample of 10 rows from a table FCT_SALES that has billions of rows. Which commands can be used to accomplish this? (Select TWO).

                                        A) SELECT TOP (10 ROWS) * FROM FCT_SALES;
                                        B) SELECT * FROM FCT_SALES SAMPLE (10 ROWS);
                                        C) SELECT TOP 10 ROWS * FROM FCT_SALES;
                                        D) SELECT * FROM FCT_SALES SAMPLE 10;
                                        E) SELECT TOP 10 * FROM FCT_SALES;


                                        Solutions:

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

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