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Requirements

The certification does not have any official prerequisites. However, it is advised to have at least three years of industry experience with one or more years of expertise in designing and managing different solutions with the use of Google Cloud Platform. It is also required to review the topics of the qualifying exam before sitting for it.

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Who is the Professional Data Engineer Exam Intended for?

This exam is designed for individuals who are experts in designing, building, securing, and monitoring data processing systems with a particular emphasis on compliance and security. The candidate who wants to take the Professional Data Engineer exam should have the ability to deploy, leverage, and training pre-existing machine learning models. Moreover, every applicant should have experience of more than 3 years including 1-year experience in designing and handling solutions utilizing GCP.

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

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Understanding functional and technical aspects of Google Professional Data Engineer Exam Designing data processing systems

The following will be discussed here:

• Data publishing and visualization (e.g., BigQuery)
• Schema design
• Choice of infrastructure
• Online (interactive) vs. batch predictions
• Data modeling
• Distributed systems
• Hybrid cloud and edge computing
• Mapping storage systems to business requirements
• Designing data pipelines
• Tradeoffs involving latency, throughput, transactions
• Batch and streaming data (e.g., Cloud Dataflow, Cloud Dataproc, Apache Beam, Apache Spark and Hadoop ecosystem, Cloud Pub/Sub, Apache Kafka)
• At least once, in-order, and exactly once, etc., event processing
• Capacity planning
• Job automation and orchestration (e.g., Cloud Composer)
• Architecture options (e.g., message brokers, message queues, middleware, service-oriented architecture, serverless functions)
• System availability and fault tolerance
• Designing data processing systems
• Selecting the appropriate storage technologies
• Use of distributed systems

Google Professional-Data-Engineer日本語 Exam Syllabus Topics: