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Updated: Aug 17, 2026

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Snowflake DAA-C01 Exam Overview:

Certification Vendor:Snowflake
Exam Name:SnowPro Advanced: Data Analyst Certification Exam (DAA-C01)
Exam Number:DAA-C01
Certificate Validity Period:2 years
Exam Format:Multiple choice, Multiple select, Scenario-based questions
Related Certifications:SnowPro Core Certification
Available Languages:English
Recommended Training:Snowflake Training & Learning
Exam Registration:Snowflake Certification Portal
Sample Questions:Snowflake DAA-C01 Sample Questions
Exam Way:Online proctored or test center (varies by provider)
Pre Condition:Recommended: SnowPro Core Certification or equivalent Snowflake experience
Official Syllabus URL:https://www.snowflake.com/certifications/

Snowflake DAA-C01 Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
        Topic 2: 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)
                Topic 3: 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
                        Topic 4: 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
                                Topic 5: 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. Separation of storage and compute
                                      • 2. Data lifecycle in Snowflake

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        1. 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) PIVOT
                                        B) UNPIVOT
                                        C) INTERSECT
                                        D) EXCEPT


                                        2. What potential problem can be identified in the Query profile below?

                                        A) There is an exploding join
                                        B) There Is inefficient pruning.
                                        C) There is query spilling.
                                        D) The query is not using a foreign Key.


                                        3. 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) 0
                                        B) 12
                                        C) 10
                                        D) An infinite number


                                        4. A Data Analyst created a model called modelX using SNOWFLAKE.ML.FORECAST. The Analyst needs to predict the next few values and save the result directly into tableX. What step does the Analyst need to take after calling the modelX!FORECAST function?

                                        A) Create the table by querying the RESULT_SCAN.
                                        B) Load the function call results directly INTO tableX.
                                        C) List the cache content, then use the data saved in the RESULT_SCAN for tableX.
                                        D) Pass the new table as a function argument.


                                        5. A Data Analyst needs to write a query that will return all projects from a project table and all employees from an employee table. What type of join should be used in this query?

                                        A) Cross join
                                        B) Full outer join
                                        C) Left outer join
                                        D) Inner join


                                        Solutions:

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

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                                        Test Engine: DAA-C01 study test engine can be downloaded and run on your own devices. Practice the test on the interactive & simulated environment.
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                                        What's the different of the three versions?

                                        Online Test Engine can supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser. You can use it on any electronic device and practice with self-paced.
                                        Online Test Engine supports offline practice, while the precondition is that you should run it with the internet at the first time.
                                        Self Test Engine is suitable for windows operating system, running on the Java environment, and can install on multiple computers.
                                        PDF Version: can be read under the Adobe reader, or many other free readers, including OpenOffice, Foxit Reader and Google Docs.

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