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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. 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)

2. A Data Analyst is working with a table that has 1 record per day, with sales information. Which window function would calculate a 7-day moving average of sales, where SALES_DATE represents the date column?

A) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW)
B) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
C) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
D) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW)

3. 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) Snowflake generally performs better with dimensional modelling.
B) Dimensional modelling will save on storage space since it is denormalized.
C) Dimensions and facts allow power users to run ad-hoc analyses.
D) Combining facts and dimensions in a single flat table limits the scalability and flexibility.
E) Dimensional modelling will improve query performance over a single table.

4. What will be the output of this query?
SELECT 100::FLOAT * 20.78::INTEGER || ' Square Feet';

A) 2078.00 Square Feet
B) 2100 Square Feet
C) A conversion error
D) 2078 Square Feet

5. Which Snowflake feature or object can be used to dynamically create and execute SQL statements?

A) System-defined functions
B) Tasks
C) Stored procedures
D) User-Defined Functions (UDFs)

Solutions: