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| Section | Objectives |
|---|---|
| Security and Data Governance | - Data sharing and governance features - Access control and roles |
| Snowflake Data Cloud Fundamentals | - Cloud data platform principles - Core concepts of Snowflake architecture |
| Data Transformation and Processing | - Data pipelines and workflows - SQL-based transformations |
| Performance and Optimization | - Warehouse sizing and scaling - Query performance concepts |
| Account Management and Monitoring | - Resource monitoring and usage tracking - Account configuration basics |
| Data Loading and Unloading | - Bulk loading using stages - Continuous data ingestion concepts |
1. A materialized view should be created when which of the following occurs? (Choose two.)
A) There is minimal cost associated with running the query.
B) The base table gets updated frequently.
C) The query consumes many compute resources every time it runs.
D) The query is highly optimized and does not consume many compute resources.
E) The results of the query do not change often and are used frequently.
2. Which Snowflake objects track DML changes made to tables, like inserts, updates, and deletes?
A) Pipes
B) Tasks
C) Procedures
D) Streams
3. True or False: Snowflake allows its customers to directly access the micro-partition files that make up its tables.
A) True
B) False
4. Why does Snowflake recommend file sizes of 100-250 MB compressed when loading data?
A) Optimizes the virtual warehouse size and multi-cluster setting to economy mode
B) Allows a user to import the files in a sequential order
C) Increases the latency staging and accuracy when loading the data
D) Allows optimization of parallel operations
5. What Snowflake features allow virtual warehouses to handle high concurrency workloads? (Select TWO)
A) The use of warehouse auto scaling
B) The use of warehouse indexing
C) Use of multi-clustered warehouses
D) The ability to scale up warehouses
E) The ability to resize warehouses
Solutions:
| Question # 1 Answer: B,E | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: A,C |
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