[Sep 01, 2025] DEA-C01 Exam Dumps – Try Best DEA-C01 Exam Questions – Test4Cram [Q39-Q57]

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[Sep 01, 2025] DEA-C01 Exam Dumps – Try Best DEA-C01 Exam Questions – Test4Cram

Verified DEA-C01 exam dumps Q&As with Correct 132 Questions and Answers

QUESTION 39
A Data Engineer defines the following masking policy:

….
must be applied to the full_name column in the customer table:

Which query will apply the masking policy on the full_name column?

 
 
 
 

QUESTION 40
A data engineer needs to schedule a workflow that runs a set of AWS Glue jobs every day. The data engineer does not require the Glue jobs to run or finish at a specific time.
Which solution will run the Glue jobs in the MOST cost-effective way?

 
 
 
 

QUESTION 41
You can execute zero, one, or more transactions inside a stored procedure?

 
 

QUESTION 42
Mark the incorrect statement in case Data engineer using the COPY INTO <table> command to load data from files into Snowflake tables?

 
 
 
 

QUESTION 43
Jackie, a Data engineer advised to his data team members about one of the Role highlighting fol-lows points:
1. Avoid Using the <?> Role for Automated Scripts
2. Avoid Using the <?> Role to Create Objects
Which System defined or Custom Role She is mentioning?

 
 
 
 
 

QUESTION 44
A data engineer needs to use AWS Step Functions to design an orchestration workflow. The workflow must parallel process a large collection of data files and apply a specific transformation to each file.
Which Step Functions state should the data engineer use to meet these requirements?

 
 
 
 

QUESTION 45
Snowflake does not treat the inner transaction as nested; instead, the inner transaction is a separate transaction.
What is term used to call these Transaction?

 
 
 
 
 

QUESTION 46
Which query will show a list of the 20 most recent executions of a specified task kttask, that have been scheduled within the last hour that have ended or are stillrunning’s.

 
 
 
 

QUESTION 47
In one of your created Schema, you have been required to create Internal Stages, what are the In-correct considerations you can noticed from the below options? [Select All that Apply]

 
 
 
 

QUESTION 48
As a Data Engineer, you have requirement to query most recent data from the Large Dataset that reside in the external cloud storage, how would you design your data pipelines keeping in mind fastest time to delivery?

 
 
 
 
 

QUESTION 49
Data Engineer is performing below steps in sequence while working on Stream s1 created on table t1.
Step 1: Begin transaction.
Step 2: Query stream s1 on table t1.
Step 3: Update rows in table t1.
Step 4: Query stream s1.
Step 5: Commit transaction.
Step 6: Begin transaction.
Step 7: Query stream s1.
Mark the Incorrect Operational statements:

 
 
 
 
 

QUESTION 50
In Which Data Modelling Technique, Data Engineer generally refer the terms Hubs & Satellites?

 
 
 
 

QUESTION 51
Can Masking policies be applied to virtual columns?

 
 

QUESTION 52
Select the correct usage statements with regards to SQL UDF?

 
 
 
 
 

QUESTION 53
Jeff, a Data Engineer, accessing elements in JSON object in its 3 data loading scripts, he unknow-ingly use the upper case while accessing the elements. e.g.
Script 1 –> fruits:apple.sweet
Script 2 –> FRUITS:apple.sweet
Script 3 –> FRUITS:Apple.Sweet
Which are the correct statements?

 
 
 
 

QUESTION 54
A manufacturing company wants to collect data from sensors. A data engineer needs to implement a solution that ingests sensor data in near real time.
The solution must store the data to a persistent data store. The solution must store the data in nested JSON format. The company must have the ability to query from the data store with a latency of less than 10 milliseconds.
Which solution will meet these requirements with the LEAST operational overhead?

 
 
 
 

QUESTION 55
Which stages support external tables?

 
 
 
 

QUESTION 56
A company has a business intelligence platform on AWS. The company uses an AWS Storage Gateway Amazon S3 File Gateway to transfer files from the company’s on-premises environment to an Amazon S3 bucket.
A data engineer needs to setup a process that will automatically launch an AWS Glue workflow to run a series of AWS Glue jobs when each file transfer finishes successfully.
Which solution will meet these requirements with the LEAST operational overhead?

 
 
 
 

QUESTION 57
How Data Engineer can do Monitoring of Files which are Staged Internally during Continuous data pipelines loading process? [Select all that apply]

 
 
 
 
 

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Related Links: www.stes.tyc.edu.tw www.stes.tyc.edu.tw www.stes.tyc.edu.tw myportal.utt.edu.tt www.stes.tyc.edu.tw myportal.utt.edu.tt

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