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Updated: Jul 29, 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
Available Languages:English
Related Certifications:SnowPro Core Certification
Exam Format:Multiple choice, Multiple select, Scenario-based questions
Certificate Validity Period:2 years
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 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
        Data Transformation and Analysis- Analytical workloads
        • 1. Query optimization for analytics
          • 2. Materialized views and caching
            - SQL-based transformations
            • 1. Semi-structured data (VARIANT, JSON, XML)
              • 2. Joins, aggregations, window functions
                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)
                        Data Modeling and Performance Optimization- Modeling approaches in Snowflake
                        • 1. Star and snowflake schemas
                          • 2. Data normalization vs denormalization
                            - Performance tuning
                            • 1. Clustering and pruning techniques
                              • 2. Warehouse sizing and auto-suspend/auto-resume
                                Snowflake Architecture and Data Platform Fundamentals- Data platform fundamentals
                                • 1. Data lifecycle in Snowflake
                                  • 2. Separation of storage and compute
                                    - Snowflake architecture concepts
                                    • 1. Virtual warehouses and scaling
                                      • 2. Cloud services layer, compute layer, storage layer

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        1. What scheme is used by Snowflake to estimate the approximate similarity between two or more data sets?

                                        A) APPROX_TOP_K
                                        B) MINHASH
                                        C) HyperLogLog
                                        D) APPROX_PERCENTILE


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


                                        3. Given the following data:

                                        This SELECT statement is executed:

                                        What will be the result?

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


                                        4. A Data Analyst is given access to a table of inventory transfers which includes the product details, fulfillment warehouse location, and destination warehouse location. Which type of visualization should be used to illustrate the most active product transfer routes?

                                        A) Scorecard
                                        B) Heat grid
                                        C) Scatterplot
                                        D) Line chart


                                        5. A Data Analyst is working with a table that has 1 record per day, with sales information. Which window function would calculate a 7-day moving average of sales, where SALES_DATE represents the date column?

                                        A) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
                                        CURRENT ROW)
                                        B) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
                                        CURRENT ROW)
                                        C) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
                                        CURRENT ROW)
                                        D) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
                                        CURRENT ROW)


                                        Solutions:

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

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