Try Snowflake : DAA-C01 valid & accurate questions and answers

Updated: Sep 05, 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
Related Certifications:SnowPro Core Certification
Available Languages:English
Certificate Validity Period:2 years
Exam Format:Multiple select, Multiple choice, Scenario-based questions
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
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. Star and snowflake schemas
        • 2. Data normalization vs denormalization
          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
                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)
                        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
                                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

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        Question 1

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


                                        Question 2

                                        A Data Analyst is working with three tables:

                                        Which query would return a list of all brokers, a count of the customers each broker has. and the total order amount of their customers (as shown below)?

                                        A.

                                        B.

                                        C.

                                        D.


                                        Question 3

                                        The image shows a table with a variant column that is storing a JSON record:

                                        This SQL query is run:

                                        What will be the result?

                                        A.

                                        B.

                                        C.

                                        D.


                                        Question 4

                                        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. Full outer join
                                        B. Inner join
                                        C. Left outer join
                                        D. Cross join


                                        Question 5

                                        A Data Analyst created a cost overview dashboard in Snowsight. Management has asked for a system date filter to easily change the time period and refresh the data in all dashboard tiles with a single filter selection.
                                        The system date filter is shown below:

                                        The Analyst wants to apply the filter onto individual dashboard components.
                                        Adding which where clause to the queries will apply the filter as required?

                                        A. Where start_time >= dateadd('days', -7, CURRENT_TIMESTAMP())
                                        B. Where start_time >= dateadd('days', -7, SYSDATE())
                                        C. Where start_time = :daterange
                                        D. Where start_time = :date_filter


                                        Solutions:

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

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