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Last Updated: Aug 17, 2026
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| Section | Objectives |
|---|---|
| Security and Data Governance | - Access control and roles - Data sharing and governance features |
| Data Transformation and Processing | - SQL-based transformations - Data pipelines and workflows |
| Snowflake Data Cloud Fundamentals | - Core concepts of Snowflake architecture - Cloud data platform principles |
| Data Loading and Unloading | - Continuous data ingestion concepts - Bulk loading using stages |
| Account Management and Monitoring | - Account configuration basics - Resource monitoring and usage tracking |
| Performance and Optimization | - Warehouse sizing and scaling - Query performance concepts |
1. Which TABLE function helps to convert semi-structured data to a relational representation?
A) TO_JSON
B) PARSE_JSON
C) FLATTEN
D) CHECK_JSON
2. Why does Snowflake recommend file sizes of 100-250 MB compressed when loading data?
A) Allows a user to import the files in a sequential order
B) Optimizes the virtual warehouse size and multi-cluster setting to economy mode
C) Allows optimization of parallel operations
D) Increases the latency staging and accuracy when loading the data
3. Which of the following DML commands isn't supported by Snowflake?
A) MERGE
B) UPSERT
C) TRUNCATE TABLE
D) UPDATE
4. Which of the following practices are recommended when creating a user in Snowflake? (Choose two.)
A) Configure the user to be initially disabled.
B) Set the number of minutes to unlock to 15 minutes.
C) Force an immediate password change.
D) Set the user's access to expire within a specified timeframe.
E) Set a default role for the user.
5. In the query profiler view for a query, which components represent areas that can be used to help optimize query performance? (Select TWO)
A) Number of partitions scanned
B) External bytes scanned
C) Bytes sent over the network
D) Percentage scanned from cache
E) Bytes scanned
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: A,D | Question # 5 Answer: A,E |
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