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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Transformation and Data Modeling | 22%-30% | - Design data models
|
| Topic 2: Data Presentation and Data Visualization | 28%-29% | - Create dashboards
|
| Topic 3: Data Ingestion and Data Preparation | 15%-20% | - Use best practice considerations relating to data integrity structures
|
| Topic 4: Data Analysis | 30%-32% | - Perform advanced analytics using SQL
|
Question 1
Consider the following chart.
What can be said about the correlation for sales over time between the two categories?
A. There is a non-linear correlation.
B. There is no correlation. (Selected)
C. There is a positive correlation.
D. There is a negative correlation.
Question 2
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 GROUP BY clause.
B. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a SELECT clause.
C. Include the :daterange system filter in a WHERE clause, and include the :datebucket system filter in a GROUP BY clause.
D. Include the :daterange system filter in a SELECT clause, and include the :datebucket system filter in a GROUP BY clause.
Question 3
A scorecard tile on a Snowsight dashboard shows a comparison between the industry average employee age (which is 34) and a company's average employee age (which is 38). The scorecard tile looks like this:
Comparison with industry average
How should this tile be interpreted?
A. 38 is the value and 12% is the standard deviation.
B. 38 is the comparison and 12% is the average age change in the last year.
C. 38 is the comparison and 12% is the projected industry growth.
D. 38 is the value and 12% is the percent difference from the comparison.
Question 4
A Data Analyst wants to use pandas code they have previously written to process a column of text and return multiple rows of parsed output for each input value. The Analyst wants to be able to join these results with other tables in a single transaction. Which type of extensibility feature should the Analyst use?
A. External function
B. User-Defined Function (UDF)
C. Stored procedure
D. Vectorized User-Defined Table Function (UDTF)
Question 5
A Data Analyst created two tables that are related by a foreign key, using the following commands:
Then the Analyst renamed the referenced table using the following command: ALTER TABLE mother RENAME TO father; What happens to the foreign key after the referenced table is renamed?
A. The foreign key is updated to reference the renamed table.
B. The foreign key is dropped because the reference is no longer valid.
C. The foreign key will not be used during the query rewrite.
D. The foreign key becomes invalid because the referenced table no longer exists.
Solutions:
| Question 1 Answer: B | Question 2 Answer: C | Question 3 Answer: D | Question 4 Answer: D | Question 5 Answer: A |
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