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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

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

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

2. A Data Analyst needs to rotate a table by transforming a wide table's columns into rows.

Which operator will be MOST beneficial for producing this output?

A) PIVOT
B) UNPIVOT
C) INTERSECT
D) EXCEPT

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

4. 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) A multi-cluster warehouse was used to run Query 1.
B) The USE_CACHED_RESULT was set to FALSE before running Query 2.
C) Table_b has a row-access policy defined.
D) Table_b has more rows than Table_a.

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

Solutions: