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Snowflake DAA-C01 Exam Syllabus Topics:

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Why would an INFER_SCHEMA table function be used?

A) To retrieve the column definitions from a previously-loaded database table
B) To detect the file metadata schema from staged data files that contain unstructured data
C) To detect the metadata schema from a table cell that contains JSON data
D) To detect the file metadata schema from staged data files that contain semi-structured data

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. The image shows a table with a variant column that is storing a JSON record:

This SQL query is run:

What will be the result?

A)

B)

C)

D)

4. Which Snowflake SQL would a Data Analyst use in a trained Cortex model named forecast_model to retrieve the components that contribute to the predictions?

A) forecast_model!SHOW_TRAINING_LOGS()
B) forecast_model!SHOW_EVALUATION_METRICS()
C) forecast_model!FORECAST()
D) forecast_model!EXPLAIN_FEATURE_IMPORTANCE()

5. Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?

A) User-Defined Function (UDF)
B) Common Table Expressions (CTE)
C) Materialized view
D) Stored procedure

Solutions: