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Snowflake DAA-C01 Exam Syllabus Topics:

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. 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) UNPIVOT
B) PIVOT
C) EXCEPT
D) INTERSECT

2. A large, complicated query is used to generate a data set for a report on the most recent month. It is taking longer than expected. A review of the Query Profile shows excessive spilling. How can the performance of the query be improved WITHOUT increasing costs?

A) Create a materialized view clustered on a date column, on the table that is causing the spilling.
B) Change the source tables into external tables to establish and take advantage of custom partitioning.
C) Run the query against zero-copy clones of the source tables to avoid contention with other queries.
D) Split the query into multiple steps, replacing Common Table Expressions (CTEs) with temporary tables to process the data in smaller batches.

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

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

4. A Data Analyst needs to temporarily hide a tile in a dashboard. The data will need to be available in the future, and additional data may be added. Which tile should be used?

A) Duplicate
B) Delete
C) Show/Hide
D) Unplace

5. A Data Analyst needs to write a query that will return all projects from a project table and all employees from an employee table. What type of join should be used in this query?

A) Left outer join
B) Cross join
C) Inner join
D) Full outer join

Solutions: