DEA-C01 PDF Question & DEA-C01 Cert Exam

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To help you prepare well, we offer three formats of our DEA-C01 exam product. These formats include Snowflake DEA-C01 PDF dumps, Desktop Practice Tests, and web-based SnowPro Advanced: Data Engineer Certification Exam (DEA-C01) practice test software. Our efficient customer service is available 24/7 to support you in case of trouble while using our DEA-C01 Exam Dumps. Check out the features of our formats.

Snowflake DEA-C01 Exam Overview:

Certification Vendor:	Snowflake
Exam Name:	SnowPro Advanced: Data Engineer Certification Exam
Exam Number:	DEA-C01
Available Languages:	English
Certificate Validity Period:	2 years (recertification required)
Real Exam Qty:	approximately 50 questions
Related Certifications:	SnowPro Core Certification (Recommended Prerequisite)
Exam Price:	$375 USD
Exam Format:	Multiple Select, Multiple Choice
Passing Score:	~70% (exact passing score not publicly disclosed by Snowflake)
Exam Duration:	90 minutes
Sample Questions:	Snowflake DEA-C01 Sample Questions
Exam Way:	Online proctored exam (via Pearson VUE) or in-person testing center
Pre Condition:	SnowPro Core Certification is strongly recommended before attempting this advanced-level exam. Practical experience with Snowflake data engineering projects is essential.
Official Syllabus URL:	https://www.snowflake.com/certification/

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The second format is a web-based format that can be accessed from browsers like Firefox, Microsoft Edge, Chrome, and Safari. It means you don't need to download or install any software or plugins to take the SnowPro Advanced: Data Engineer Certification Exam practice test. The web-based format of the Snowflake DEA-C01 Certification Exams practice test supports all operating systems. The third and last format is desktop software format which can be accessed after installing the software on your SnowPro Advanced: Data Engineer Certification Exam (DEA-C01) Windows Pc or Laptop. These formats are built especially for the students so they don't stop preparing for the SnowPro Advanced: Data Engineer Certification Exam (DEA-C01) certification.

Snowflake DEA-C01 Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	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.
Topic 3	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 4	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 5	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.

Snowflake SnowPro Advanced: Data Engineer Certification Exam Sample Questions (Q273-Q278):

NEW QUESTION # 273
Steven created the task, what additional privileges required by Steven on the task so that he can suspend or resume the tasks?

A. Steven is already owner of the task; he can execute the task & suspend/resume the task without any additional privileges.
B. Steven needs to have Global Managed RESUME privilege by TASK administrator.
C. In addition to the task owner, a Steven Role must have OPERATE privilege on the task so that he can suspend or resume the task.
D. Steven must have SUSPEND privilege on the task so that he can suspend or resume the task.

Answer: C

Explanation:
Explanation
In addition to the task ownership privilege, a role that has the OPERATE privilege on the task can suspend or resume the task.

NEW QUESTION # 274
A data engineer is troubleshooting an AWS Glue workflow that occasionally fails. The engineer determines that the failures are a result of data quality issues. A business reporting team needs to receive an email notification any time the workflow fails in the future.
Which solution will meet this requirement?

A. Create an Amazon Simple Queue Service (Amazon SQS) FIFO queue. Subscribe the team's email account to the SQS queue. Create an AWS Config rule that triggers when the AWS Glue job state changes to FAILED. Set the SQS queue as the target.
B. Create an Amazon Simple Notification Service (Amazon SNS) FIFO topic. Subscribe the team's email account to the SNS topic. Create an AWS Lambda function that initiates when the AWS Glue job state changes to FAILED. Set the SNS topic as the target.
C. Create an Amazon Simple Queue Service (Amazon SQS) standard queue. Subscribe the team's email account to the SQS queue. Create an Amazon EventBridge rule that triggers when the AWS Glue job state changes to FAILED. Set the SQS queue as the target.
D. Create an Amazon Simple Notification Service (Amazon SNS) standard topic. Subscribe the team's email account to the SNS topic. Create an Amazon EventBridge rule that triggers when the AWS Glue job state changes to FAILED. Set the SNS topic as the target.

Answer: D

Explanation:
Amazon EventBridge can detect AWS Glue job state change events natively. You configure a rule that matches when a job's state transitions to FAILED and set a standard Amazon SNS topic as the target. By subscribing the business reporting team's email addresses to that SNS topic, they'll receive automatic email notifications whenever the workflow fails, with no custom polling or Lambda required.

NEW QUESTION # 275
A media company wants to improve a system that recommends media content to customer based on user behavior and preferences. To improve the recommendation system, the company needs to incorporate insights from third-party datasets into the company's existing analytics platform.
The company wants to minimize the effort and time required to incorporate third-party datasets.
Which solution will meet these requirements with the LEAST operational overhead?

A. Use Amazon Kinesis Data Streams to access and integrate third-party datasets from AWS CodeCommit repositories.
B. Use Amazon Kinesis Data Streams to access and integrate third-party datasets from Amazon Elastic Container Registry (Amazon ECR).
C. Use API calls to access and integrate third-party datasets from AWS DataSync.
D. Use API calls to access and integrate third-party datasets from AWS Data Exchange.

Answer: C

Explanation:
Data Exchange is the AWS official third-party datasets repository:
https://aws.amazon.com/data-exchange

NEW QUESTION # 276
A company has an Amazon Redshift data warehouse that users access by using a variety of IAM roles. More than 100 users access the data warehouse every day.
The company wants to control user access to the objects based on each user's job role, permissions, and how sensitive the data is.
Which solution will meet these requirements?

A. Use the column-level security (CLS) feature of Amazon Redshift.
B. Use dynamic data masking policies in Amazon Redshift.
C. Use the role-based access control (RBAC) feature of Amazon Redshift.
D. Use the row-level security (RLS) feature of Amazon Redshift.

Answer: C

Explanation:
Role-based access control (RBAC) in Amazon Redshift enables administrators to define roles based on job functions and then assign these roles to users. RBAC allows for granular permissions management based on job roles, aligning well with the need to control access according to each user's role, permissions, and the sensitivity of data. This approach simplifies managing access for a large number of users by using predefined roles instead of individual permissions.

NEW QUESTION # 277
When using the CURRENT_ROLE and CURRENT_USER functions with secure UDFs that will be shared with Snowflake accounts, Snowflake returns a NULL value for these functions?

A. FALSE
B. TRUE

Answer: B

Explanation:
Explanation
When using the CURRENT_ROLE and CURRENT_USER functions with secure UDFs that will be shared with Snowflake accounts, Snowflake returns a NULL value for these functions. The rea-son is that the owner of the data being shared does not typically control the users or roles in the ac-count with which the UDF is being shared.

NEW QUESTION # 278
......

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