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Snowflake ADA-C02 Exam Syllabus Topics:

SectionObjectives
Topic 1: Account and Resource Administration- Account configuration and management
  • 1. Users, roles, and permissions
    • 2. Resource monitors and governance basics
      Topic 2: Data Loading and Unloading- Bulk and continuous data ingestion
      • 1. Stages and file formats
        • 2. COPY INTO operations
          Topic 3: Data Protection and Recovery- Backup and recovery mechanisms
          • 1. Cloning and data recovery strategies
            • 2. Time Travel and Fail-safe concepts
              Topic 4: Snowflake Architecture and Virtual Warehouses- Snowflake architecture concepts
              • 1. Separation of storage and compute
                • 2. Virtual warehouse usage and scaling
                  Topic 5: Performance and Monitoring- Performance tuning and optimization
                  • 1. Warehouse sizing and scaling strategies
                    • 2. Query performance analysis
                      Topic 6: Security and Access Control- Authentication and authorization
                      • 1. Role-based access control (RBAC)
                        • 2. Network policies and secure access

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                          Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q28-Q33):

                          NEW QUESTION # 28
                          An Administrator has been asked to support the company's application team need to build a loyalty program for its customers. The customer table contains Personal Identifiable Information (PII), and the application team's role is DEVELOPER.
                          CREATE TABLE customer_data (
                          customer_first_name string,
                          customer_last_name string,
                          customer_address string,
                          customer_email string,
                          ... some other columns,
                          );
                          The application team would like to access the customer data, but the email field must be obfuscated.
                          How can the Administrator protect the sensitive information, while maintaining the usability of the data?

                          Answer: B

                          Explanation:
                          The correct approach is to apply a dynamic data masking policy on the sensitive customer_email column. Using the CURRENT_ROLE context function in the masking policy allows the Administrator to obfuscate the email for the DEVELOPER role while maintaining usability of the data for other authorized roles.


                          NEW QUESTION # 29
                          A user has enrolled in Multi-factor Authentication (MFA) for connecting to Snowflake. The user informs the Snowflake Administrator that they lost their mobile phone the previous evening.
                          Which step should the Administrator take to allow the user to log in to the system, without revoking their MFA enrollment?

                          Answer: C

                          Explanation:
                          The correct step is to use ALTER USER ... SET MINS_TO_BYPASS_MFA = <minutes> which temporarily suspends MFA for the specified duration, allowing the user to log in and reconfigure their MFA without revoking enrollment. This preserves MFA setup and is the supported method in Snowflake.


                          NEW QUESTION # 30
                          What information is required from the Identity Provider (IdP) to enable federated authentication in Snowflake? (Choose two.)

                          Answer: B,D

                          Explanation:
                          Federated authentication in Snowflake using SAML requires the Identity Provider's SAML endpoint URL so Snowflake can send authentication requests to the IdP during the login process.
                          Snowflake also requires the IdP's signing certificate to validate the authenticity and integrity of the SAML assertions returned by the Identity Provider during authentication.


                          NEW QUESTION # 31
                          The following commands were executed:
                          Grant usage on database PROD to role PROD_ANALYST;
                          Grant usage on database PROD to role PROD_SUPERVISOR;
                          Grant ALL PRIVILEGES on schema PROD.WORKING to role PROD_ANALYST;
                          Grant ALL PRIVILEGES on schema PROD.WORKING to role PROD_SUPERVISOR;
                          Grant role PROD_ANALYST to user A;
                          Grant role PROD_SUPERVISOR to user B;
                          What authority does each user have on the WORKING schema?

                          Answer: C

                          Explanation:
                          Granting ALL PRIVILEGES on the schema PROD.WORKING to both roles (PROD_ANALYST and PROD_SUPERVISOR) gives each user (A and B) full schema-level rights, including the ability to create tables. Since both roles received these grants independently, both users can create tables in the schema.


                          NEW QUESTION # 32
                          A Snowflake Administrator needs to set up Time Travel for a presentation area that includes facts and dimensions tables, and receives a lot of meaningless and erroneous IoT data. Time Travel is being used as a component of the company's data quality process in which the ingestion pipeline should revert to a known quality data state if any anomalies are detected in the latest load. Data from the past 30 days may have to be retrieved because of latencies in the data acquisition process.
                          According to best practices, how should these requirements be met? (Choose two.)

                          Answer: C,D

                          Explanation:
                          To ensure consistent recovery, fact and dimension tables must have the same DATA_RETENTION_TIME_IN_DAYS, so they can be restored to the same point in time.
                          Cloning the fact and dimension tables together with consistent Time Travel options ensures data integrity and avoids referential mismatches when reverting to a prior state.


                          NEW QUESTION # 33
                          ......

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