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Snowflake SnowPro-Core Exam Syllabus Topics:

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

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                                            Snowflake SnowPro Core Certification Exam Sample Questions (Q28-Q33):

                                            NEW QUESTION # 28
                                            What is the minimum Snowflake edition that provides multi-cluster warehouses and up to 90 days of Time Travel?

                                            Answer: C


                                            NEW QUESTION # 29
                                            Which SQL command can be used to verify the privileges that are granted to a role?

                                            Answer: C

                                            Explanation:
                                            To verify the privileges that have been granted to a specific role in Snowflake, the correct SQL command is SHOW GRANTS TO ROLE <Role Name>. This command lists all the privileges granted to the specified role, including access to schemas, tables, and other database objects. This is a useful command for administrators and users with sufficient privileges to audit and manage role permissions within the Snowflake environment.
                                            References:
                                            * Snowflake Documentation: SHOW GRANTS


                                            NEW QUESTION # 30
                                            What is the recommended method for loading data into Snowflake?

                                            Answer: A


                                            NEW QUESTION # 31
                                            What is the PRIMARY factor that determines the cost of using a virtual warehouse in Snowflake?

                                            Answer: D

                                            Explanation:
                                            The primary factor that determines the cost of using a virtual warehouse in Snowflake is D. The length of time the compute resources in each cluster run. Snowflake's pricing model for compute usage is based on the concept of Snowflake credits, which are consumed based on the time virtual warehouses are running and the size of the warehouses. The more compute resources are utilized and the longer they run, the more credits are consumed, which directly impacts the cost.
                                            References:
                                            * Snowflake Documentation on Virtual Warehouses: Understanding and Managing Warehouse Credit Usage


                                            NEW QUESTION # 32
                                            What is the minimum Snowflake edition required for row level security?

                                            Answer: B


                                            NEW QUESTION # 33
                                            ......

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