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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Which aggregate functions can be used to provide values for a given bucket in Snowsight charts? (Select THREE).

A) HLL
B) Average
C) Standard Deviation
D) Max
E) Any Value
F) Mode

2. How can a Data Analyst automatically create a table structure for loading a Parquet file?

A) Use INFER_SCHEMA together with the CREATE TABLE USING TEMPLATE command.
B) Use the INFER_SCHEMA together with the CREATE TABLE LIKE command.
C) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE LIKE command.
D) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE USING TEMPLATE command.

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

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

4. A Data Analyst needs to create a custom filter called state in a Snowflake dashboard using a SQL query.
Which query will include this custom filter?

A) select avg(total_income), state from taxpayer_wages group by state having state = :state;
B) select avg(total_income), state from taxpayer_wages group by state having state = @state;
C) select avg(total_income), state from taxpayer_wages group by state having state = 'state';
D) select avg(total_income), state from taxpayer_wages group by state having state = state;

5. A Data Analyst runs a query in a Snowflake worksheet, and selects a numeric column from the result grid.
What automatically-generated contextual statistic can be visualized?

A) A histogram, displayed for all numeric, date, and time columns
B) A key distribution
C) A frequency distribution, displayed for all numeric columns
D) MIN/MAX values for the column

Solutions: