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

"SnowPro Advanced: Data Analyst Certification Exam", also known as DAA-C01 exam, is a Snowflake Certification. With the complete collection of questions and answers, PrepPDF has assembled to take you through 67 Q&As to your DAA-C01 Exam preparation. In the DAA-C01 exam resources, you will cover every field and category in SnowPro Advanced Certification helping to ready you for your successful Snowflake Certification.

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  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • Certification Provider: Snowflake
  • Corresponding Certification: SnowPro Advanced
  • Updated: Aug 10, 2026
  • No. of Questions: 67 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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Snowflake DAA-C01 Exam Syllabus Topics:

SectionObjectives
Topic 1: Security, Governance, and Data Sharing- Access control and security
  • 1. Role-based access control (RBAC)
    • 2. Authentication and encryption concepts
      - Data sharing and governance
      • 1. Secure data sharing
        • 2. Data masking and policies
          Topic 2: 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
                  Topic 3: 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
                        Topic 4: Data Transformation and Analysis- SQL-based transformations
                        • 1. Joins, aggregations, window functions
                          • 2. Semi-structured data (VARIANT, JSON, XML)
                            - Analytical workloads
                            • 1. Query optimization for analytics
                              • 2. Materialized views and caching
                                Topic 5: Snowflake Architecture and Data Platform Fundamentals- Snowflake architecture concepts
                                • 1. Virtual warehouses and scaling
                                  • 2. Cloud services layer, compute layer, storage layer
                                    - 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 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) Line chart
                                        B) Bar chart
                                        C) Scatter plot
                                        D) Heat grid


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

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


                                        3. A Data Analyst runs this query:

                                        The Analyst men runs this query:

                                        What will be the output?

                                        A)

                                        B)

                                        C)

                                        D)


                                        4. Why would a Data Analyst use a dimensional model rather than a single flat table to meet BI requirements for a virtual warehouse? (Select TWO).

                                        A) Dimensional modelling will save on storage space since it is denormalized.
                                        B) Combining facts and dimensions in a single flat table limits the scalability and flexibility.
                                        C) Dimensions and facts allow power users to run ad-hoc analyses.
                                        D) Snowflake generally performs better with dimensional modelling.
                                        E) Dimensional modelling will improve query performance over a single table.


                                        5. How can a Data Analyst automatically create a table structure for loading a Parquet file?

                                        A) Use INFER_SCHEMA together with the CREATE TABLE USING TEMPLATE command.
                                        B) Use the INFER_SCHEMA together with the CREATE TABLE LIKE command.
                                        C) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE LIKE command.
                                        D) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE USING TEMPLATE command.


                                        Solutions:

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

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