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Last Updated: Jul 26, 2026
No. of Questions: 67 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Data Ingestion and Data Preparation | 15%-20% | - Use best practice considerations relating to data integrity structures
|
| Data Transformation and Data Modeling | 22%-30% | - Transform data using SQL
|
| Data Analysis | 30%-32% | - Perform advanced analytics using SQL
|
| Data Presentation and Data Visualization | 28%-29% | - Create dashboards
|
1. This command was executed:
SQL
SELECT seq4(), uniform(1, 10, RANDOM(12))
FROM TABLE(GENERATOR(TIMELIMIT => NULL))
ORDER BY 1;
How many rows will be generated?
A) An infinite number
B) 12
C) 10
D) 0
2. A Data Analyst created a model called modelX using SNOWFLAKE.ML.FORECAST. The Analyst needs to predict the next few values and save the result directly into tableX. What step does the Analyst need to take after calling the modelX!FORECAST function?
A) Pass the new table as a function argument.
B) Load the function call results directly INTO tableX.
C) List the cache content, then use the data saved in the RESULT_SCAN for tableX.
D) Create the table by querying the RESULT_SCAN.
3. What functionalities are available when a Snowflake worksheet is shared with other users? (Select TWO).
A) Whenever a user with permissions runs a worksheet, the existing version history of the worksheet will be overwritten.
B) If the worksheet is being edited, the collaborators will be able to see these edits in real-time.
C) Collaborators can share the worksheet across Snowflake accounts.
D) Users with edit permissions can view past versions of the worksheet.
E) If multiple users edit and run a shared worksheet at the same time, each run of the worksheet will create a new version.
4. Table TB_A with column COL_B contains an ARRAY. Which statement will select the last element of the ARRAY?
A) SELECT GET(COL_B, ARRAY_SIZE(COL_B)-1) FROM TB_A;
B) SELECT LAST_VALUE(COL_B) FROM TB_A;
C) SELECT COL_B[ARRAY_SIZE(COL_B)] FROM TB_A;
D) SELECT COL_B[-1] FROM TB_A;
5. When building a Snowsight dashboard that will allow users to filter data within a worksheet, which Snowflake system filters should be used?
A) Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a SELECT clause.
B) Include the :daterange system filter in a SELECT clause, and include the :datebucket system filter in a GROUP BY clause.
C) Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a GROUP BY clause.
D) Include the :daterange system filter in a WHERE clause, and include the :datebucket system filter in a GROUP BY clause.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: B,E | Question # 4 Answer: A | Question # 5 Answer: D |
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