Last Updated: Sep 10, 2026
No. of Questions: 67 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Transformation and Data Modeling | 22%-30% | - Design data models
|
| Topic 2: Data Ingestion and Data Preparation | 15%-20% | - Enrich data by identifying and accessing relevant data from the Snowflake Marketplace
|
| Topic 3: Data Analysis | 30%-32% | - Perform advanced analytics using SQL
|
| Topic 4: Data Presentation and Data Visualization | 28%-29% | - Create dashboards
|
Question 1
A Data Analyst needs to temporarily hide a tile in a dashboard. The data will need to be available in the future, and additional data may be added. Which tile should be used?
A. Unplace
B. Show/Hide
C. Delete
D. Duplicate
Question 2
What is a benefit of using SQL queries that contain secure views?
A. Users will not be able to make observations about the quantity of underlying data.
B. Only the number of scanned micro-partitions is exposed, not the number of bytes scanned.
C. Snowflake secure views are more performant than regular views.
D. The amount of data scanned, and the total data volume are obfuscated.
Question 3
What are the PRIMARY reasons for using integrity constraints on Snowflake tables? (Select TWO).
A. To enforce that records with a UNIQUE column must have all distinct values in that column.
B. To allow for clustering on the primary and foreign keys by specifying them as clustering keys.
C. To enable team members to see how tables relate to one another.
D. To enforce that a value in a foreign key must match the value of a primary or unique key in a parent table.
E. To enforce that records with a NOT NULL column must have values in that column.
Question 4
A Data Analyst executes a complex query. Which query will allow the Analyst to access the results a second time?
A. SELECT * FROM TABLE(INFORMATION_SCHEMA.QUERY_HISTORY());
B. SELECT * FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
C. SELECT LAST_QUERY_ID(-1);
D. DESC RESULT LAST_QUERY_ID();
Question 5
What will be the output of this query?
SELECT 100::FLOAT * 20.78::INTEGER || ' Square Feet';
A. 2078.00 Square Feet
B. 2078 Square Feet
C. 2100 Square Feet
D. A conversion error
Solutions:
| Question 1 Answer: A | Question 2 Answer: A | Question 3 Answer: C,E | Question 4 Answer: B | Question 5 Answer: C |
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