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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:
- Architecture options (e.g., message brokers, message queues, middleware, service-oriented architecture, serverless functions)
- Capacity planning
- Schema design
- Hybrid cloud and edge computing
- Use of distributed systems
- Designing data processing systems
- Mapping storage systems to business requirements
- Batch and streaming data (e.g., Cloud Dataflow, Cloud Dataproc, Apache Beam, Apache Spark and Hadoop ecosystem, Cloud Pub/Sub, Apache Kafka)
- Data modeling
- Online (interactive) vs. batch predictions
- Selecting the appropriate storage technologies
- Job automation and orchestration (e.g., Cloud Composer)
- Choice of infrastructure
- At least once, in-order, and exactly once, etc., event processing
- Tradeoffs involving latency, throughput, transactions
- System availability and fault tolerance
- Designing data pipelines
- Distributed systems
- Data publishing and visualization (e.g., BigQuery)
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Exam Details
The Google Professional Data Engineer certification exam has the duration of 2 hours. The qualifying test is made up of multiple-select and multiple-choice questions. The exam is available either in Japanese or English. To register for it, you are required to go through the official webpage and pay the fee of $200 plus applicable taxes. While completing the registration process, the potential individuals can choose the preferred method of exam delivery. It can be taken in person at the nearest testing center or online from a remote location.
Reference: https://cloud.google.com/certification/data-engineer
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