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Snowflake ADA-C02 Exam Syllabus Topics:

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

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                          Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q45-Q50):

                          NEW QUESTION # 45
                          What are benefits of using Snowflake organizations? (Choose two.)

                          Answer: B,E

                          Explanation:
                          Snowflake organizations provide centralized usage monitoring across all accounts in the organization and give administrators the ability to create accounts in any supported cloud provider or region. These are the key benefits of using organizations in Snowflake.


                          NEW QUESTION # 46
                          MY_TABLE is a table that has not been updated or modified for several days. On 01 January 2021 at 07:01, a user executed a query to update this table. The query ID is '8e5d0ca9-005e-44e6-b858-a8f5b37c5726'. It is now 07:30 on the same day.
                          Which queries will allow the user to view the historical data that was in the table before this query was executed? (Choose three.)

                          Answer: B,D,F

                          Explanation:
                          Use Time Travel to view past table versions: (B) selects the table "as of" 07:00 via AT(TIMESTAMP => ...); (E) selects "as of" 30 minutes earlier via AT(OFFSET => -60*30); (F) selects the state before the specified statement via BEFORE(STATEMENT => '<query_id>').


                          NEW QUESTION # 47
                          If the query matches the definition, will Snowflake always dynamically rewrite the query to use a materialized view?

                          Answer: D

                          Explanation:
                          Even if a query matches the definition of a materialized view, the Snowflake optimizer may decide not to rewrite the query to use it. The optimizer evaluates factors such as freshness, cost, and efficiency before choosing whether or not to substitute the materialized view.


                          NEW QUESTION # 48
                          A large international company with many operating regions requires data to be shared bi-directionally among all offices (head office to regional offices and regional offices among themselves). This company is a Snowflake account holder with European operations deployed in Microsoft Azure (single region) while North American regional offices are using AWS (single region) as their deployment cloud. This setup is required to comply with Personal Identifiable Information (PII) regulations in some of the European countries. The corporate head office is in Europe.
                          How can this data be shared bi-directionally, while MINIMIZING costs?

                          Answer: B

                          Explanation:
                          Direct data sharing is the most cost-efficient method when accounts are in the same region and cloud. For cross-continent or cross-cloud sharing, Snowflake requires replication. Combining both - data sharing within the same region and replication across continents - ensures compliance, minimizes costs, and enables bi-directional sharing.


                          NEW QUESTION # 49
                          What roles can be used to create network policies within Snowflake accounts? (Choose three.)

                          Answer: B,C,F

                          Explanation:
                          SECURITYADMIN, ACCOUNTADMIN, and ORGADMIN roles can create network policies in Snowflake accounts. These roles have the necessary privileges to manage account-level security policies.


                          NEW QUESTION # 50
                          ......

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