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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Transformation and Analysis | - SQL-based transformations
|
| Security, Governance, and Data Sharing | - Access control and security
|
| Data Modeling and Performance Optimization | - Performance tuning
|
| Data Loading and Unloading | - Data ingestion methods
|
| Snowflake Architecture and Data Platform Fundamentals | - Data platform fundamentals
|
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. The image shows a table with a variant column that is storing a JSON record:
This SQL query is run:
What will be the result?
A)
B)
C)
D) 
2. Why would a Data Analyst use a dimensional model rather than a single flat table to meet BI requirements for a virtual warehouse? (Select TWO).
A) Combining facts and dimensions in a single flat table limits the scalability and flexibility.
B) Dimensions and facts allow power users to run ad-hoc analyses.
C) Dimensional modelling will save on storage space since it is denormalized.
D) Dimensional modelling will improve query performance over a single table.
E) Snowflake generally performs better with dimensional modelling.
3. A Data Analyst is working with three tables:
Which query would return a list of all brokers, a count of the customers each broker has. and the total order amount of their customers (as shown below)?
A)
B)
C)
D) 
4. 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 an equivalent NULL value when the expression is evaluated.
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 the minimum value of those generated by the expression, with a deterministic result.
5. Table TB_A with column COL_B contains an ARRAY. Which statement will select the last element of the ARRAY?
A) SELECT COL_B[ARRAY_SIZE(COL_B)] FROM TB_A;
B) SELECT COL_B[-1] FROM TB_A;
C) SELECT GET(COL_B, ARRAY_SIZE(COL_B)-1) FROM TB_A;
D) SELECT LAST_VALUE(COL_B) FROM TB_A;
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: C |








