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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Security, Governance, and Data Sharing | - Data sharing and governance
|
| Snowflake Architecture and Data Platform Fundamentals | - Snowflake architecture concepts
|
| Data Loading and Unloading | - Data ingestion methods
|
| Data Modeling and Performance Optimization | - Modeling approaches in Snowflake
|
| Data Transformation and Analysis | - SQL-based transformations
|
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. There are two similarly-structured and sized tables, Table_a and Table_b, in a schema with data populated in both tables. A Data Analyst is running queries as part of a preliminary analysis of the data to check the MAX value of a numeric column named num which is present in both the tables:
* Query 1: SELECT MAX(num) FROM Table_a;
* Query 2: SELECT MAX(num) FROM Table_b;
After running the queries, the Analyst observed that Query 2 ran significantly slower than Query 1. Why is this occurring?
A) Table_b has more rows than Table_a.
B) The USE_CACHED_RESULT was set to FALSE before running Query 2.
C) Table_b has a row-access policy defined.
D) A multi-cluster warehouse was used to run Query 1.
2. What functionalities are available when a Snowflake worksheet is shared with other users? (Select TWO).
A) If multiple users edit and run a shared worksheet at the same time, each run of the worksheet will create a new version.
B) If the worksheet is being edited, the collaborators will be able to see these edits in real-time.
C) Users with edit permissions can view past versions of the worksheet.
D) Collaborators can share the worksheet across Snowflake accounts.
E) Whenever a user with permissions runs a worksheet, the existing version history of the worksheet will be overwritten.
3. Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?
A) User-Defined Function (UDF)
B) Common Table Expressions (CTE)
C) Stored procedure
D) Materialized view
4. A Data Analyst created a SQL statement that updates a table used for reporting. The Analyst now wants to automate the execution of that SQL.
The Analyst decides to use a task for this along with a stream called MYSTREAM on the source table so only they can update the table if there is new data.
Which statement will create a task that will execute when there is new data in MYSTREAM without having to be executed manually?
A)
B)
C)
D) 
5. This query is run:
SQL
SELECT
customer.id,
ANY_VALUE(customer.name),
SUM(orders.value)
FROM customer
JOIN orders ON customer.id = orders.customer_id
GROUP BY customer.id;
What is the effect of ANY_VALUE in this syntax?
A) It will return the minimum value of those generated by the expression, with a deterministic result.
B) It will return some value of the expression from the group, with a non-deterministic result.
C) It will return a value equivalent to the median of those generated by the expression, which may be a non-deterministic result.
D) It will return an equivalent NULL value when the expression is evaluated.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B |





