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Snowflake SnowPro-Core Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Transformation and Processing20%- SQL processing
  • 1. SELECT queries
    • 2. Joins and subqueries
      - Data pipelines
      • 1. Streams and tasks
        • 2. Data transformation workflows
          Topic 2: Performance and Optimization15%- Query performance
          • 1. Query profiling
            • 2. Caching mechanisms
              - Virtual warehouse optimization
              • 1. Scaling strategies
                Topic 3: Data Sharing and Marketplace10%- Snowflake Marketplace
                • 1. Data exchange concepts
                  - Secure data sharing
                  • 1. Shares and consumers
                    Topic 4: Data Loading and Unloading20%- Data ingestion
                    • 1. Stages (internal/external)
                      • 2. COPY INTO command
                        - Data export
                        • 1. UNLOAD operations
                          Topic 5: Snowflake Architecture and Data Cloud Concepts25%- Snowflake architecture overview
                          • 1. Cloud services layer
                            • 2. Compute layer (virtual warehouses)
                              • 3. Storage layer
                                - Data Cloud fundamentals
                                • 1. Shared data architecture
                                  • 2. Separation of storage and compute
                                    Topic 6: Account Access and Security10%- Data security features
                                    • 1. Network policies
                                      • 2. Encryption
                                        - Authentication and authorization
                                        • 1. User management
                                          • 2. Roles and privileges

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                                            Snowflake SnowPro Core Certification Exam Sample Questions (Q617-Q622):

                                            NEW QUESTION # 617
                                            Which REST API can be used with unstructured data?

                                            Answer: C


                                            NEW QUESTION # 618
                                            Which account__usage views are used to evaluate the details of dynamic data masking? (Select TWO)

                                            Answer: A,D

                                            Explanation:
                                            To evaluate the details of dynamic data masking,
                                            the POLICY_REFERENCES and ACCESS_HISTORY views in the account_usage schema are used.
                                            The POLICY_REFERENCES view provides information about the objects to which a masking policy is applied, and the ACCESS_HISTORY view contains details about access to the masked data, which can be used to audit and verify the application of dynamic data masking policies.
                                            References:
                                            * [COF-C02] SnowPro Core Certification Exam Study Guide
                                            * Snowflake Documentation on Dynamic Data Masking1


                                            NEW QUESTION # 619
                                            Which native data types are used for storing semi-structured data in Snowflake? (Select TWO)

                                            Answer: B,E

                                            Explanation:
                                            Snowflake supports semi-structured data types, which include OBJECT and VARIANT. These data types are capable of storing JSON-like data structures, allowing for flexibility in data representation. OBJECT can directly contain VARIANT, and thus indirectly contain any other data type, including itself1.


                                            NEW QUESTION # 620
                                            The Snowflake cloud services layer is responsible for which tasks? (Choose two.)

                                            Answer: A,C

                                            Explanation:
                                            The Snowflake cloud services layer is responsible for tasks such as authentication and access control, ensuring secure access to the platform, and metadata management, which involves organizing and maintaining information about the data stored in Snowflake56.


                                            NEW QUESTION # 621
                                            How would you determine the size of the virtual warehouse used for a task?

                                            Answer: C

                                            Explanation:
                                            The size of the virtual warehouse for a task can be configured to handle concurrency automatically using a Multi-cluster warehouse (MCW). This is because tasks are designed to run their body on a schedule, and MCW allows for scaling compute resources to match the task's execution needs without manual intervention. References: [COF-C02] SnowPro Core Certification Exam Study Guide


                                            NEW QUESTION # 622
                                            ......

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