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Google Professional-Data-Engineer certification exam is an excellent way for data engineering professionals to demonstrate their expertise in this field. Professional-Data-Engineer exam covers a wide range of topics and technologies, and it is designed to test the candidate's ability to design and implement solutions that meet the needs of real-world scenarios. If you are a data engineering professional looking to advance your career, the Google Professional-Data-Engineer certification exam is definitely worth considering.

Reference: https://cloud.google.com/certification/data-engineer

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The following will be discussed here:

• Ensuring scalability and efficiency
• Ensuring flexibility and portability
• Resizing and autoscaling resources
• Legal compliance (e.g., Health Insurance Portability and Accountability Act (HIPAA), Children's Online Privacy Protection Act (COPPA), FedRAMP, General Data Protection Regulation (GDPR))
• Data staging, cataloging, and discovery
• Designing for security and compliance
• Pipeline monitoring (e.g., Stackdriver)
• Performing data preparation and quality control (e.g., Cloud Dataprep)
• Mapping to current and future business requirements
• Identity and access management (e.g.,Cloud IAM)
• Verification and monitoring
• Planning, executing, and stress testing data recovery (fault tolerance, rerunning failed jobs, performing retrospective re-analysis)
• Ensuring privacy (e.g., Data Loss Prevention API)
• Assessing, troubleshooting, and improving data representations and data processing infrastructure
• Ensuring reliability and fidelity
• Building and running test suites
• Data security (encryption, key management)
• Choosing between ACID, idempotent, eventually consistent requirements
• Designing for data and application portability (e.g., multi-cloud, data residency requirements)

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Google Professional-Data-Engineer certification is aimed at data engineers who have experience working with large-scale data processing systems. Candidates who pass the exam will have demonstrated their ability to design and implement highly scalable data processing systems on the Google Cloud Platform. Google Certified Professional Data Engineer Exam certification is highly regarded by employers in the industry and is a valuable asset for data engineers looking to advance their careers.

Google Professional-Data-Engineer Exam Syllabus Topics: