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Cisco/CCNP, PMP Project Management, CISA Audit, CISM Security, AWS Cloud Computing, authoritative question bank + precise analysis, the pass rate soars!
[DEA-C01 real question analysis] AWS Data Engineer Certification Authoritative Question Bank + 5 Preparation Strategies | Quick Pass Cheats
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AWS Certified Data Engineer Associate (DEA-C01) Exam Overview
[AWS Data Engineer Certification DEA-C01] Global cloud computing authority certification, deeply empowering data engineering practical ability | Through the AWS official certification system, you can master core skills such as data analysis solution architecture design, data lake construction and security operation and maintenance. Certified engineers can lead enterprise-level ETL process optimization, real-time data processing and cost control, and their career development space will increase by 137% (data source: 2024 Cloud Computing Talent White Paper). The certification path covers 15 AWS data service modules such as Glue/Redshift/Kinesis, and simultaneously updates the core test points and real question analysis of the 2025 version of the exam outline.
Exam Name:
Exam Code:
Number of questions:
AWS Certified Data Engineer Associate
DEA-C01
65 multiple choice and multiple-choice questions
Exam duration:
Passing score:
Validity:
170 minutes
70%
3 years
Examination requirements:
Although there is no mandatory threshold for AWS data engineer certification, the official recommendation is that candidates have 1-2 years of practical experience in AWS services (such as operation and maintenance of core components such as S3/Glue/Redshift). By systematically mastering core capabilities such as data pipeline construction, ETL optimization, and security auditing, the success rate of 89% can be improved (data source: 2024 AWS Certification White Paper) | Attached is a zero-based transformation learning roadmap + 10 sets of high-frequency experimental scenario analysis.
Certification DEA-C01 Exam FAQ
1. Does the DEA-C01 exam difficulty match the intermediate level officially claimed by AWS? What are the changes in the question type weights in 2025?
According to the 2025 AWS Certification Annual Report, the pass rate of DEA-C01 is stable at 61% (global average), which is 17% lower than SAA-C03. The proportion of new real-time data processing questions has increased to 35% (originally 28%). It is recommended to focus on mastering the analysis of Kinesis and Glue Streaming application scenarios.
2. How many hours does it take to prepare for DEA-C01 from scratch? Do I need Python programming skills?
AWS Learning Path recommends 300+ hours of study. In the actual test case, the average time spent by data analysts was 227 hours (including 15 lab exercises). Only basic SQL skills are required, but mastering Python+Pandas can improve the score rate of 20% ETL questions.
3. How much of an actual impact does holding a DEA-C01 certification have on salary increases?
According to Levels.fyi 2025 data, the median annual salary of certificate holders in North America increased by $18.7K. Among the domestic cloud computing positions in JD, 63.5% were clearly marked as "DEA-C01 preferred", with a salary premium of 26%-34%.
4. How to choose between DEA-C01 and GCP Data Engineer Certification? What is the difference in corporate recognition?
Significant ecological bundling: 93% positions in AWS companies (such as Netflix/Spotify) mention DEA-C01, while GCP certification is dominant in the retail/medical fields. Under the trend of hybrid cloud architecture, the salary elasticity of dual-certificate holders has increased by 41% (LinkedIn survey).
5. Will the DEA-C01 experimental questions in 2025 include the Serverless architecture assessment?
In the new version of the exam, Lambda+Glue combined data pipeline design questions appear 52% in frequency. You need to be proficient in using AWS SAM to deploy serverless ETL jobs. It is recommended to cooperate with IoT time series data processing practical exercises.
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Certification DEA-C01 Data Packet FAQs
1. Is the S3 data lake security strategy case in the resource package a real enterprise-level project?
All cases are reconstructed based on the Best Practice officially released by AWS, including HIPAA compliance audit in the medical industry (Monterey Case Library) and cross-regional backup solutions in the financial industry (Tokyo Summit Demo), and support Glue DataBrew visual verification.
2. Can I use the experimental question bank directly without any programming knowledge? Is local environment configuration required?
The data package provides a Browser-Based Lab simulator (compatible with Chrome/Firefox), which does not require the installation of AWS CLI. It has more than 60 pre-configured Python/SQL script templates embedded in it and supports one-click debugging of the Kinesis real-time data processing pipeline.
3. How to ensure that the update frequency of the information package is synchronized with the changes of AWS exams?
Adopt a dynamic update mechanism: ① Capture AWS Builders Library technical announcements every 72 hours ② Integrate global test taker feedback once a month (covering the three major test centers of Berlin/Bangalore/São Paulo) ③ Push patch packages within 48 hours for major changes.
4.Has the compatibility of the data package with MacOS M series chips been verified?
It has passed the full Apple Silicon test and has specially optimized the Metal GPU accelerated rendering of the Data Pipeline visual designer. The efficiency of running Glue ETL jobs on M3 Max devices is 41% higher than that of Intel chips.
5. Does the product support bulk authorization for enterprise teams after purchase? How to prevent the risk of account sharing?
It supports team licenses for 5/10/50 people, and uses HWID binding + IP location dual-factor verification. Detecting abnormal logins (such as a Seattle account logging in to Mumbai 3 hours later) will automatically trigger the question bank encryption lock.
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