Free Snowflake SnowPro-Advanced-Data-Engineer Exam Questions

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

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Total 240 Questions | Updated On: Oct 29, 2025

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Question 1

Clones can be cloned, with no limitations on the number or iterations of clones that can be created (e.g. you can create a clone of a clone of a clone, and so on), which results in a n-level hierarchy of cloned objects, each with their own portion of shared and independent data storage?

A : TRUE

B : FALSE

C :

Answer: A

Question 2

Which of the following System keeps the following characteristics?

a. It will keep in it all the raw data.

b. Generally, the users of it is data scientists and data developers.

c. Flat architecture

d. Highly agile

A : Data Warehouse

B : Data Mart

C : Data Lake

D : Data Hub

Answer: C

Question 3

For a particular business group, number of concurrent users are large but do not fluctuate. These users run queries on snowflake and expects extremely low latency response. The queries are all standard and same and need to be served from the result cache to meet the low latency requirement. Which of the below option will you choose?

A : Provision a multi-cluster warehouse and run it in maximized mode

B : Provision a multi-cluster warehouse and run it in economy mode

C : Provision a small warehouse and monitor the query overload metrics

Answer: A

Question 4

Streams record the differences between two offsets. If a row is added and then updated in the cur-rent offset, what will be the value of METADATA$ISUPDATE Columns in this scenario?

A : TRUE

B : FALSE

C : UPDATE

D : INSERT

Answer: B

Question 5

Your data transfer takes 48 hours. In this case which data transfer mode will you use with Spark connector?

A : Internal Transfer

B : External Transfer

C : Both can be used

Answer: B

Page: 1 / 48

Total 240 Questions | Updated On: Oct 29, 2025

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