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| Section | Objectives |
|---|---|
| Topic 1: Data Transformation and Processing | - Streams and tasks for data pipelines - SQL operations in Snowflake |
| Topic 2: Snowflake Architecture and Platform Concepts | - Virtual warehouses and compute model - Storage and data organization - Snowflake architecture fundamentals |
| Topic 3: Data Sharing and Protection | - Secure data sharing - Data replication and failover concepts |
| Topic 4: Security and Access Control | - Authentication and user management - Role-based access control (RBAC) |
| Topic 5: Data Loading and Unloading | - Bulk data loading using stages and COPY INTO - External and internal stages |
| Topic 6: Performance and Optimization | - Warehouse sizing and scaling - Query optimization basics |
Question 1
A company stores Personal Identifiable Information (PII) in Snowflake across multiple countries, including the United States, Canada, and the United Kingdom.
How can Snowflake be used to automatically identify data, in order to support data governance requirements for each country?
A. Tag all columns directly that contain PII.
B. Use semantic category classification.
C. Implement a third-party service to protect the data.
D. Create a custom User-Defined Function (UDF).
Question 2
A user frequently runs a reporting query that returns the total record count and the minimum and maximum timestamp from a 100 TB fact table.
The table is loaded once per week and remains static between loads. The reporting query runs hundreds of times per day and causes significant warehouse-credit consumption because it repeatedly scans the fact table.
Which object will improve performance, minimize repeated query-compute costs, and provide the fastest response time?
A. Temporary table
B. Standard view
C. Dynamic table
D. Materialized view
Question 3
How often are the Account and Table master keys automatically rotated by Snowflake?
A. 60 Days
B. 365 Days.
C. 30 Days
D. 90 Days
Question 4
Which Snowflake URL type is used by directory tables?
A. Pre-signed
B. Scoped
C. File
D. Virtual-hosted style
Question 5
What does SnowCD help Snowflake users to do?
A. Manage different databases and schemas.
B. Troubleshoot network connections to Snowflake.
C. Copy data into files.
D. Write SELECT queries to retrieve data from external tables.
Solutions:
| Question 1 Answer: B | Question 2 Answer: D | Question 3 Answer: C | Question 4 Answer: B | Question 5 Answer: B |
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