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Snowflake DEA-C01 Exam Overview:

Certification Vendor:Snowflake
Exam Name:SnowPro Advanced: Data Engineer Certification Exam
Exam Number:DEA-C01
Related Certifications:SnowPro Core Certification
Available Languages:English
Exam Duration:115 minutes
Exam Price:$375 USD
Certificate Validity Period:2 years
Exam Format:Multiple choice, Scenario-based questions, Multiple select
Passing Score:Not publicly disclosed (Snowflake uses scaled scoring)
Real Exam Qty:Approximately 65 questions
Recommended Training:Snowflake University Training
SnowPro Advanced Data Engineer Exam Guide
Exam Registration:Snowflake Certification Portal
Sample Questions:Snowflake DEA-C01 Sample Questions
Exam Way:Online proctored or authorized testing center
Pre Condition:Recommended: SnowPro Core Certification or equivalent Snowflake experience
Official Syllabus URL:https://www.snowflake.com/certifications/snowpro-advanced-data-engineer/

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Snowflake DEA-C01 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Performance Optimization: This topic assesses the ability to optimize and troubleshoot underperforming queries in Snowflake. Candidates must demonstrate knowledge in configuring optimal solutions, utilizing caching, and monitoring data pipelines. It focuses on ensuring engineers can enhance performance based on specific scenarios, crucial for Snowflake Data Engineers and Software Engineers.
Topic 2
  • Data Movement: Snowflake Data Engineers and Software Engineers are assessed on their proficiency to load, ingest, and troubleshoot data in Snowflake. It evaluates skills in building continuous data pipelines, configuring connectors, and designing data sharing solutions.
Topic 3
  • Data Transformation: The SnowPro Advanced: Data Engineer exam evaluates skills in using User-Defined Functions (UDFs), external functions, and stored procedures. It assesses the ability to handle semi-structured data and utilize Snowpark for transformations. This section ensures Snowflake engineers can effectively transform data within Snowflake environments, critical for data manipulation tasks.
Topic 4
  • Security: The Security topic of the DEA-C01 test covers the principles of Snowflake security, including the management of system roles and data governance. It measures the ability to secure data and ensure compliance with policies, crucial for maintaining secure data environments for Snowflake Data Engineers and Software Engineers.
Topic 5
  • Storage and Data Protection: The topic tests the implementation of data recovery features and the understanding of Snowflake's Time Travel and micro-partitions. Engineers are evaluated on their ability to create new environments through cloning and ensure data protection, highlighting essential skills for maintaining Snowflake data integrity and accessibility.

Snowflake SnowPro Advanced: Data Engineer Certification Exam Sample Questions (Q124-Q129):

NEW QUESTION # 124
Snowpipe loads data from files as soon as they are available in a stage. Automated data loads lever-age event notifications for cloud storage to inform Snowpipe of the arrival of new data files to load. Which Cloud hosted platform provides cross cloud support for automated data loading via Snow-pipe?

Answer: A

Explanation:
Explanation
Cross-cloud support only available to accounts hosted on Amazon Web Services currently.


NEW QUESTION # 125
Which privilege are required on an object (i.e. user or role) with USERADMIN Role can modify the object properties?

Answer: B


NEW QUESTION # 126
By default, a newly-created Custom role is not assigned to any user, nor granted to any other role?

Answer: B


NEW QUESTION # 127
You are managing an Amazon S3 bucket used by your organization to store critical data files.
Recently, you've noticed that there have been accidental deletions and unintended modifications to important files. To address these issues, you need a strategy to ensure that you can recover previous versions of files and prevent data loss in the future.
Which S3 configuration is most suitable for protecting your data from accidental deletions and modifications while allowing you to recover previous versions of files?

Answer: C

Explanation:
Enabling S3 versioning allows you to preserve, retrieve, and restore every version of every object stored in your S3 bucket. This is the most effective method for protecting against accidental deletions and modifications because it maintains a history of changes, allowing you to recover previous versions of files.
References:
https://docs.aws.amazon.com/AmazonS3/latest/userguide/Versioning.html
https://docs.aws.amazon.com/AmazonS3/latest/userguide/object-lock.html
https://docs.aws.amazon.com/AmazonS3/latest/userguide/lifecycle-expire-object.html
https://docs.aws.amazon.com/AmazonS3/latest/userguide/mpuobject-lifecycle.html


NEW QUESTION # 128
A data engineer maintains custom Python scripts that perform a data formatting process that many AWS Lambda functions use. When the data engineer needs to modify the Python scripts, the data engineer must manually update all the Lambda functions.
The data engineer requires a less manual way to update the Lambda functions.
Which solution will meet this requirement?

Answer: C

Explanation:
Lambda layers allow you to package external libraries, custom scripts, or dependencies (like Python scripts) separately from the Lambda function code. By using Lambda layers, you can update the custom Python scripts in one central place (the layer) without manually updating each Lambda function. When the layer is updated, all Lambda functions that use the layer automatically get the latest version of the scripts.


NEW QUESTION # 129
......

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