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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst wants to transform query results. Which transformation option will incur compute costs?

A) Formatting date and timestamp columns.
B) Increasing or decreasing decimal precision.
C) Sorting a column by using the column options.
D) Showing a thousand separator for numeric columns.

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. A Data Analyst executes a query in a Snowflake worksheet that returns the total number of daily sales, and the total amount for each sale. How can the Analyst check the distribution of the total amount, without running the query again?

A) Call the WIDTH_BUCKET function.
B) Go to Chart and select a histogram that includes the two variables.
C) Click on the column header in the results and review the histogram.
D) Go to Chart and select a bar chart that contains the two variables.

4. 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.

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

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

Solutions: