Free Snowflake SnowPro-Advanced-Data-Analyst Exam Questions

Become Snowflake Certified with updated SnowPro-Advanced-Data-Analyst exam questions and correct answers

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Total 171 Questions | Updated On: Jun 06, 2025

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Question 1

How do Snowsight's data loading capabilities impact data ingestion?

A : It limits data ingestion to structured formats only.

B : Snowsight enables real-time data ingestion.

C : Snowsight facilitates streamlined data import from various sources.

D : Data loading is restricted to batch processing only.

Answer: C

Question 2

When working with CSV, JSON, and Parquet data types in Snowflake, how does selecting the appropriate data format impact query performance and storage efficiency?

A : Parquet format optimizes query performance and reduces storage requirements

B : CSV format enhances query performance and minimizes storage needs

C : JSON format accelerates query execution but increases storage requirements

D : All formats have similar impacts on query performance and storage

Answer: A

Question 3

What actions are involved in performing general DML (Data Manipulation Language) operations in Snowflake? (Select all that apply)

A : Updating existing data

B : Deleting data entirely

C : Inserting new data

D : Merging data from multiple tables

Answer: A,B,C

Question 4

What types of Snowflake functions are available for data analysis and manipulation? (Select all that apply)

A : Scalar functions

B : Complex functions

C : System functions

D : Aggregate functions

Answer: A,C,D

Question 5

How does leveraging partition pruning optimize query performance in Snowflake?

A : Filters unnecessary partitions during query execution

B : Reduces data accessibility across multiple warehouses

C : Increases storage requirements for optimized query access

D : Limits query complexity and optimization possibilities

Answer: A

Page: 1 / 35

Total 171 Questions | Updated On: Jun 06, 2025

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